Slide 1

SIG Publications

Books

  1. K.J.R. Liu and K. Yao, Eds., High Performance VLSI Signal Processing: Volume I: System Design and Methodology; Vol II: Algorithms, Architectures, and Applications, IEEE Press, 1998.
  2. J. Chen, U.V. Koc, and K.J.R. Liu, Design of Digital Video Coding Systems: A Complete Compressed Domain Approach, (475 pages), Marcel Dekker, 2001.
  3. K.J.R. Liu, W. Trappe, Z.J. Wang, M. Wu, and H. Zhao, Digital Fingerprinting for Multimedia Forensics, (254 pages), EURASIP Series on Signal Processing and Communications, Hindawi, 2005.
  4. Y. Sun, W. Trappe, and K.J.R. Liu, Network-Aware Security for Group Communications, (304 pages), Springer, 2007.
  5. W.P. Siriwongpairat and K.J.R. Liu, Ultra-Wideband Communication Systems: The Multiband OFDM Approach, (230 pages), IEEE-Wiley, 2007.
  6. Z. Han and K.J.R. Liu, Resource Allocation for Wireless Networks: Basics, Techniques, and Applications, (530 pages), Cambridge University Press, 2008.
  7. K.J.R. Liu, A.K. Sadek, W. Su, A. Kwasinski, Cooperative Communications and Networking, (650 pages), Cambridge University Press, 2008.
  8. S. Haykin and K.J.R. Liu, Eds., Handbook on Array Processing and Sensor Networks, (900 pages), IEEE-Wiley, 2009.
  9. K.J.R. Liu and B. Wang, Cognitive Radio Networking and Security: A Game Theoretical View, (618 pages), Cambridge University Press, 2010.
  10. H. V. Zhao, W.S. Lin, and K.J.R. Liu, Behavior Dynamics in Media-Sharing Social Networks, (337 pages), Cambridge University Press, 2011.
  11. K.J.R. Liu and Beibei Wang, Wireless AI: Wireless Sensing, Positioning, and Communications, (600 pages), Cambridge University Press, 2019.
  12. Y. Chen, C.Y. Wang, C.X. Jiang, and K.J.R. Liu, Reciprocity, Evolution, and Decision Games in Network and Data Science, (460 pages), Cambridge University Press, 2021.

Chapters in Books

  1. K.J.R. Liu and K. Yao, "Gracefully Degradable Real-Time Algorithm-Based Fault-Tolerant Method for QR Recursive Least-Squares Systolic Array", in Systolic Array Processors, McCanny, McWhirter, and Swartzlander, ed., pp.401-410, Prentice Hall, 1989.
  2. K.J.R. Liu, S.F. Hsieh, and K. Yao, "Two-Level Pipelined Implementation of Systolic Block Householder Transformations with Application to RLS Algorithm" in Application-Specific Array Processors, S.Y. Kung, E. Swartzlander, J. Fortes, and K.W. Przytula, ed., pp.758-769, IEEE Computer Society Press, 1990.
  3. S.F. Hsieh, K.J.R. Liu, and K. Yao, "Comparisons of Truncated QR and SVD Methods for AR Spectral Estimations", in SVD and Signal Processing: Algorithms, Applications and Architectures, pp.403-418, R.J. Vaccaro, ed., Elsevier Science Publishers, 1991.
  4. K.J.R. Liu and S.F. Hsieh, "Fault-Tolerance for Parallel Adaptive Beamforming", in Parallel Algorithms and Architectures for DSP Applications, pp.77-112, M. Bayoumi, ed., Kluwer Academic Publishers, 1991.
  5. C.T. Chiu and K.J.R. Liu, "High-Speed Transform Coding Architectures for Video Communications", in VLSI Signal Processing Technology, E. Swartezlander and M. Bayoumi, ed., pp.135-164, Kluwer Academic Publishers, 1994.
  6. K.J.R. Liu and A.Y. Wu, "Systolic RLS Adaptive Filtering", in Digital Signal Processing for Multimedia Systems, K. Parhi and T. Nishitani, ed., pp.487-518, Marcel Dekker Inc., 1999.
  7. K.J.R. Liu and Y.C. Liang, "Spectral Analysis", in Encyclopedia of Electrical and Electronics Engineering, vol 20, pp.71-88, J.G. Webster, ed., Wiley & Sons, 1999.
  8. U.V. Koc and K.J.R. Liu, "Combined Motion Estimation and Transform Coding in Compressed Domain", in Multimedia Image and Video Coding, pp.243-288, J. Larsen, L. Guan and S.Y. Kung, ed., CRC Press, 2000.
  9. H. Li and K.J.R. Liu, "Multi-Modular Neural Network for Breast Cancer Detection" in Advanced Signal Processing Technology by Softcomputing, pp.140-158, C.C. Hsu, ed., World Scientific Publishing, 2001.
  10. F. Rashid-Farrokhi and K.J.R. Liu, "Wavelet-Based Multiresolution Local Tomography", in Advanced Signal Processing for Medical Magnetic Resonance Imaging and Spectroscopy, pp.25-58, H. Yan, ed., Marcel Dekker, 2002.
  11. H. Zheng and K.J.R. Liu, "Multimedia Services over Digital Subscriber Lines", in Encyclopedia of Telecommunications, Vol 3, pp. 1570-1579, J. Proakis, ed., John Wiley & Sons, Inc., 2002.
  12. X.S. Fu, C.A. Hu, J. Chen, Z.J. Wang, and K.J.R. Liu, "Cancer Genomics, Proteomics, and Clinic Applications", in Genomics Signal Processing and Statistics, pp.367-408, J. Chen, E.R. Dougherty, I. Shmulevich, and Z.J. Wang, Ed., EURASIP Series on Signal Processing and Communications, Hindawi, 2005.
  13. W. Siriwongpairat, M. Olfat, and K.J.R. Liu, "Performance Analysis of Multiantenna UWB Wireless Communications", in UWB Communication Systems - A Comprehensive Overview, pp.353-376, T. Kaiser, Ed., EURASIP Series on Signal Processing and Communications, Hindawi, 2006.
  14. W. Su, Z. Safar, and K.J.R. Liu, "Exploiting Diversity in MIMO-OFDM Systems for Broadband Wireless Communications", in WiMAX: Technologies, Performance Analysis, and QoS, pp.69-96, S. Ahson and M. Ilyas, Ed., CRC Press, 2007.
  15. A.K. Sadek, W. Su, and K.J.R. Liu, "Transmit-Diversity Techniques for MIMO-OFDM Mesh Networks", in Handbook of Wireless Mesh and Sensor Networking, G. Aggelou, Ed., McGraw-Hill, 2007.
  16. C. Pandana and K.J.R. Liu, "Robust Connectivity Energy-Aware Routing for Wireless Sensor Networks", in Handbook of Wireless Mesh and Sensor Networking, G. Aggelou, Ed., McGraw-Hill, 2007.
  17. W.S. Lin and K.J.R. Liu, "Modulation Forensics for Wireless Digital Communications in Frequency-Selective Fading Channels", in Securing Wireless Communications at the Physical Layer, pp.379-396, R. Liu and W. Trappe, Ed., Springer, 2010.
  18. A.K. Sadek, W. Su, and K.J.R. Liu, "Cooperative Sensor Communications", in Handbook on Array Processing and Sensor Networks", pp.559-608, S. Haykin and K.J.R. Liu, Ed., IEEE-Wiley, 2010.

Edited Special Issues in Journals

  1. Special Issue on Multimedia Signal Processing, Part I, Proceedings of the IEEE, (with T. Chen and M. Tekalp), vol 86, no 5, (247 pages), May, 1998.
  2. Special Issue on Multimedia Signal Processing, Part II, Proceedings of the IEEE, (with T. Chen and M. Tekalp), vol 86, no 6, (246 pages), June, 1998.
  3. Special Issue on Signal Processing for Wireless Communications I, IEEE Journal of Selected Areas in Communications, (with Y. Li, J. Winters, and J.B. Anderson), vol 16, no 8, (263 pages), Oct, 1998.
  4. Special Issue on Signal Processing for Wireless Communications II, IEEE Journal of Selected Areas in Communications, (with Y. Li, J. Winters, and J.B. Anderson), vol 16, no 9, (239 pages), Dec, 1998.
  5. Special Issue on Multimedia Communications Over Networks, IEEE Signal Processing Magazine, (with Y. Wang), vol 17, no 4, (74 pages), July, 2000.
  6. Special Issue on Multimedia Over IP, IEEE Trans. on Multimedia, (with J. Chen, S. Furui, J.N. Hwang, J. Sorensen), vol 3, no 1, (173 pages), March, 2001.

Editorials and Columns

  1. K.J.R. Liu, "A Millennium Start", EURASIP Journal on Applied Signal Processing, Vol 2001, no 1, March 2001.
  2. K.J.R. Liu, "The Spirit Will Continue", EURASIP Journal on Applied Signal Processing, Vol 2002, no 12, Dec 2002.
  3. K.J.R. Liu, "A New Journey Begins", IEEE Signal Processing Magazine, Jan 2003.
  4. K.J.R. Liu, "Building a Stronger Sense of Community", IEEE Signal Processing Magazine, May 2003.
  5. K.J.R. Liu, "Beyond Signal Processing Education", IEEE Signal Processing Magazine, Sep 2003.
  6. K.J.R. Liu, "Capture the Evolution", IEEE Signal Processing Magazine, Jan 2004.
  7. K.J.R. Liu, "Why Not? The Magazine Way", IEEE Signal Processing Magazine, May 2004.
  8. K.J.R. Liu, "Signal Processing Inside?", IEEE Signal Processing Magazine, Sep 2004.
  9. K.J.R. Liu, "Ranked First in Citation Impact", IEEE Signal Processing Magazine, Jan 2005.
  10. K.J.R. Liu, "Volunteers", IEEE Signal Processing Magazine, May 2005.
  11. K.J.R. Liu, "A Time to Reflect", IEEE Signal Processing Magazine, Nov 2005.
  12. M. Wu and K.J.R. Liu, "An Interactive and Team Approach to Multimedia Design Curriculum", IEEE Signal Processing Magazine, vol 22, no 6, pp.14-19, Nov 2005.
  13. K.J.R. Liu, "Cognitive Radio Games", IEEE Spectrum, vol 48, no 4, pp.40-56, April 2011.
  14. K.J.R. Liu, "Raison d'etre", IEEE Signal Processing Magazine, Jan 2012.
  15. K.J.R. Liu, "Value and Benefit", IEEE Signal Processing Magazine, March 2012.
  16. K.J.R. Liu, "A Melting Pot", IEEE Signal Processing Magazine, May 2012.
  17. K.J.R. Liu, "Citation Impact", IEEE Signal Processing Magazine, July 2012.
  18. K.J.R. Liu, "Peer Review", IEEE Signal Processing Magazine, Sep. 2012.
  19. K.J.R. Liu, "Open Access: Opportunity or Hype?", IEEE Signal Processing Magazine, Nov 2012.
  20. K.J.R. Liu, "Outreach via Community Building", IEEE Signal Processing Magazine, Jan 2013.
  21. K.J.R. Liu, "Awards and Recognition", IEEE Signal Processing Magazine, March 2013.
  22. K.J.R. Liu, "Membership", IEEE Signal Processing Magazine, May 2013.
  23. K.J. R. Liu, "Sign onto Technical Committees", IEEE Signal Processing Magazine, July 2013.
  24. K.J.R. Liu, "GlobalSIP: A New Flagship", IEEE Signal Processing Magazine, Sep 2013.
  25. K.J.R. Liu, "Sustainable Finance", IEEE Signal Processing Magazine, Nov 2013.
  26. K.J.R. Liu, "A Lasting Journey", IEEE Signal Processing Magazine, Jan 2014.

Publications in Refereed Journals

  1. K.J.R. Liu, "VLSI Computing Architectures for Haar Transform", Electronics Letters, Vol 26, No. 23, pp.1962-1963, 8th Nov. 1990.
  2. K.J.R. Liu, S.F. Hsieh, K. Yao, and C.T. Chiu, "Dynamic Range, Stability, and Fault-Tolerant Capability of Finite-Precision RLS Systolic Array Based on Givens Rotation", IEEE Trans. on Circuits and Systems, Vol 38, No. 6, pp.625-636, June 1991.
  3. S.F. Hsieh, K.J.R. Liu, and K. Yao, "Systolic Implementations of Up/Down-Dating Cholesky Factorization Using Vectorized Gram-Schmidt Pseudo Orthogonalization", (Invited) Journal of VLSI Signal Processing, 3:3, special issue on Algorithms and Parallel VLSI Architectures, pp.151-161, 1991.
  4. K.J.R. Liu and K. Yao, "Multi-Phase Systolic Algorithms for Spectral Decomposition", IEEE Trans. on Signal Processing, Vol 40, No. 1, pp. 190-201, January 1992.
  5. C.F.T. Tang, K.J.R. Liu, S.F. Hsieh, and K. Yao, "VLSI Algorithms and Architectures for Complex Householder Transformation with Applications to Array Processing", (Invited) Journal of VLSI Signal Processing, 4:1, special issue on Application Specific Array Processors, pp.53-68, 1992.
  6. C.T. Chiu and K.J.R. Liu, "Real-Time Parallel and Fully-Pipelined Two-Dimensional DCT Lattice Structures with Application to HDTV Systems", IEEE Trans. on Circuits and Systems for Video Technology, Vol 2, No 1, pp.25-37, March 1992.
  7. K.J.R. Liu, S.F. Hsieh, and K. Yao, "Systolic Block Householder Transformation for RLS Algorithm with Two-Level Pipelined Implementation", IEEE Trans. on Signal Processing, Vol 40, No 4, pp.946-958, April 1992.
  8. S.F. Hsieh, K.J.R. Liu, and K. Yao, "Dual-State Systolic Architectures for Up/Downdating RLS Adaptive Filtering", IEEE Trans. on Circuits and Systems-II: Analog and Digital Signal Processing, Vol 39, No 6, pp.382-385, June 1992.
  9. S.F. Hsieh, K.J.R. Liu, and K. Yao, "Estimation of Multiple Sinusoidal Frequencies Using Truncated Least-Squares Methods", IEEE Trans. on Signal Processing, Vol 41, No. 2, pp.990-994, Feb. 1993.
  10. K.J.R. Liu and C.T. Chiu, "Unified Parallel Lattice Structures for Time-Recursive Discrete Cosine/Sine/Hartley Transforms", IEEE Trans. on Signal Processing, Vol 41, No.3, pp.1357-1377, March 1993.
  11. S.F. Hsieh, K.J.R. Liu, and K. Yao, "A Unified Square-Root-Free Approach for QRD-Based Recursive Least-Squares Estimation", IEEE Trans. on Signal Processing, Vol 41, No.3, pp.1405-1409, March 1993.
  12. K.J.R. Liu and S.F. Hsieh, "Fast Orthogonalization Algorithm and Parallel Architecture for AR Spectral Estimation Based on Forward-Backward Linear Prediction", IEEE Trans. on Signal Processing, Vol 41, No.3, pp.1453-1458, March 1993.
  13. K.J.R. Liu, "A Simple and Unified Proof of Dyadic Shift Invariance and The Extension to Cyclic Shift Invariance", IEEE Trans. on Education, Vol 36, No 4, pp.369-372, November 1993.
  14. K.J.R. Liu, "Novel Parallel Architectures for Short-Time Fourier Transform", IEEE Trans. on Circuits and Systems-II: Analog and Digital Signal Processing, Vol 40, No 12, pp.786-790, December 1993.
  15. C.F.T. Tang, K.J.R. Liu, and S. Tretter, "Optimal Weight Extraction for Adaptive Beamforming Using Systolic Arrays", IEEE Trans. on Aerospace and Electronic Systems, Vol 30, No 2, pp.367-385, April 1994.
  16. K.J.R. Liu, C.T. Chiu, R.K. Kolagotia, and J. JaJa, "Optimal Unified Architectures for The Real-Time Computation of Time-Recursive Discrete Sinusoidal Transforms", IEEE Trans. on Circuits and Systems for Video Technology, Vol 4, No 2, pp.168-180, April 1994.
  17. E. Frantzeskakis and K.J.R. Liu, "A Class of Square Root and Division Free Algorithms and Architectures for QRD-Based Adaptive Signal Processing", IEEE Trans. on Signal Processing, vol 42, no 9, pp.2455-2469, September 1994.
  18. K.J.R. Liu, D.P. O'Leary, G.W. Stewart, and Y.-J. Wu, "URV ESPRIT for Tracking Time-Varying Signals", IEEE Trans. on Signal Processing, Vol 42, No 12, pp.3441-3448, Dec. 1994.
  19. X. Ran and K.J.R. Liu, "Fast Algorithms for 2-D Circular Convolutions and Number Theoretic Transforms Based on Polynomial Transforms Over Finite Rings", IEEE Trans. on Signal Processing, vol 43, no 3, pp.569-578, March. 1995.
  20. E. Frantzeskakis, J. Baras, and K.J.R. Liu, "Time-Recursive Computation and Real-Time Parallel Architectures: A Framework", IEEE Trans. on Signal Processing, vol 43, no 11, pp. 2762-2775, Nov. 1995.
  21. V. Srinivasan and K.J.R. Liu, "VLSI Design of High-Speed Time-Recursive 2-D DCT/IDCT Processor for Video Application", IEEE Trans. on Circuits and Systems for Video Technology, Vol 6, no 1, pp.87-96, Feb. 1996.
  22. A.Y. Wu and K.J.R. Liu, "Split Recursive Least-Squares: Algorithms, Architectures, and Applications", IEEE Trans. on Circuits and Systems-II: Analog and Digital Signal Processing, vol 43, no 9, pp.645-658, Sep. 1996.
  23. Y. Li, K.J.R. Liu, and Z. Ding, "Length- and Cost-Dependent Local Minima of Unconstrained Blind Channel Equalizers", IEEE Trans. on Signal Processing, vol 44, no 11, pp.2726-2735, Nov. 1996.
  24. Y. Li and K.J.R. Liu, "Static and Dynamic Convergence Behavior of Adaptive Blind Equalizers", IEEE Trans. on Signal Processing, vol 44, no 11, pp.2736-2745, Nov. 1996.
  25. Y. Li and K.J.R. Liu, "Blind Adaptive Spatial-Temporal Equalization Algorithms for Wireless Communications Using Antenna Arrays", IEEE Communications Letters, vol.1, no 1, pp.25-27, Jan 1997.
  26. Y. Li, K.J.R. Liu, and J. Razavilar, "A Parameter Estimation Scheme for Damped Sinusoidal Signal Based on Low-Rank Hankel Approximation", IEEE Trans. on Signal Processing, vol. 45, No. 2, pp.481-486, Feb. 1997.
  27. F. Rashid-Farrokhi, K.J.R. Liu, and L. Tassiulas, "Downlink Power Control and Base Station Assignment", IEEE Communications Letters, vol 1, no 4, pp.102-104, July 1997.
  28. F. Rashid-Farrokhi, K.J.R. Liu, C. Berenstein, and D. Walnut, "Wavelet-Based Multiresolution Local Tomography", IEEE Trans. on Image Processing, vol 6, no 10, pp.1412-1430, Oct. 1997.
  29. H. Li, K.J.R. Liu, and S.B. Lo, "Fractal Modeling and Segmentation for the Enhancement of Microcalcifications in Digital Mammograms", IEEE Trans. Medical Imaging, vol. 16, no. 6, pp. 785-798, Dec. 1997.
  30. Y. Li, J. Razavilar, and K.J.R. Liu, "A High-Resolution Technique for Multi-Dimensional NMR Spectroscopy", IEEE Trans. on Biomedical Engineering, Vol 45, no 1, pp.78-86, Jan 1998.
  31. A.Y. Wu, K.J.R. Liu, and A. Raghupathy, "System Architecture of An Adaptive Reconfigurable DSP Computing Engine", IEEE Trans. on Circuits and Systems for Video Technology, vol 8, no 1, pp.54-73, Feb. 1998.
  32. J. Razavilar, Y. Li, and K.J.R. Liu, "A Structured Low-Rank Matrix Pencil for Spectral Estimation and System Identification", Signal Processing, vol 65, no 3, pp.363-372, March 1998.
  33. H. Wang and K.J.R. Liu, "2-D Spatial Smoothing for Multipath Coherent Signal Separation", IEEE Trans. on Aerospace and Electronic Systems, vol 34, no 2, pp.391-405, April, 1998.
  34. J. Chen and K.J.R. Liu, "A Complete Pipelined Parallel CORDIC Architecture for Motion Estimation", IEEE Trans. Circuits and Systems-II: Analog and Digital Signal Processing, Special Issue on ISCAS, vol 45, no 5, pp.653-660, May 1998, (invited paper).
  35. K.J.R. Liu, A.Y. Wu, A. Raghupathy, and J. Chen, "Algorithm-Based Low-Power and High-Performance Multimedia Signal Processing", The Proceedings of IEEE, Special Issue on Multimedia Signal Processing, vol 86, no 6, pp.1155-1202, June 1998, (invited paper).
  36. U.V. Koc and K.J.R. Liu, "DCT-Based Motion Estimation", IEEE Trans. on Image Processing, vol 7, no 7, pp.948-965, July, 1998.
  37. U.V. Koc and K.J.R. Liu, "Interpolation-Free Subpixal Motion Estimation Techniques in DCT Domain", IEEE Trans. on Circuits and Systems for Video Technology, vol 8, no 4, pp.460-487, August, 1998.
  38. F. Rashid-Farrokhi, L. Tassiulas, and K.J.R. Liu, "Joint Optimal Power Control and Beamforming in Wireless Networks Using Antenna Arrays", IEEE Trans. on Communications, vol 46, no 10, pp.1313-1324, Oct. 1998.
  39. F. Rashid-Farrokhi, K. J. R. Liu, and L. Tassiulas, "Transmit Beamforming and Power Control for Cellular Wireless Systems", IEEE Journal of Selected Areas in Communications, Special Issue on Signal Processing for Wireless Communications, vol 16, no 8, pp.1437-1450, Oct. 1998.
  40. Y. Li and K.J.R. Liu, "Adaptive Blind Source Separation and Equalization for Multiple-Input/Multiple-Output Systems", IEEE Trans. on Information Theory, vol 44, no 7, pp.2864-2876, Nov. 1998.
  41. A.Y. Wu and K.J.R. Liu, "Algorithm-Based Low-Power Transform Coding Architectures: The Multirate Approach", IEEE Trans. on VLSI Systems, vol 6, no 4, pp.707-718, Dec. 1998.
  42. H. Zheng and K.J.R. Liu, "Robust Image and Video Transmission over Spectrally Shaped Channels Using Multicarrier Modulation", IEEE Trans. on Multimedia, vol 1, no 1, pp.88-103, March 1999.
  43. J. Razavilar, F. Rashid-Farrokhi, and K.J.R. Liu, "Software Radio Architecture with Smart Antenna: A Tutorial on Algorithm and Complexity", IEEE Journal of Selected Areas in Communications, vol 17, no 4, pp. 662-676, Special Issue on Radio Software, April 1999.
  44. H. Zheng and K.J.R. Liu, "The Subband Modulation: A Joint Power and Rate Allocation Framework for Subband Image and Video Transmission", IEEE Trans. on Circuits and Systems for Video Technology, vol 9, no 5, pp.823-838, Aug. 1999.
  45. X. Wang and K.J.R. Liu, "Adaptive Channel Estimation Using Cyclic Prefix in Multicarrier Modulation System", IEEE Communications Letters, vol 3, no 10, pp.291-293, Oct 1999.
  46. J. Razavilar, F. Rashid-Farrokhi, and K.J.R. Liu, "Traffic Improvements in Wireless Communication Networks Using Antenna Array", IEEE Journal of Selected Areas in Communications, Wireless Communications Series, vol 18, no 3, pp.458-471, March 2000.
  47. J. Chen and K.J.R. Liu, "Low-Power Architectures for Compressed Domain Video Coding Co-Processor", IEEE Trans. on Multimedia, vol 2, no 2, pp.111-128, June 2000.
  48. H. Zheng and K.J.R. Liu, "Power Minimization for Delivering Integrated Multimedia Services Over Digital Subscriber Line", IEEE Journal of Selected Areas in Communications, vol 18, no 6, pp.841-849, Special Issue on Error-Resilient Image and Video Transmission, June 2000.
  49. H. Zheng and K.J.R. Liu, "Optimization Approaches for Delivering Multimedia Services over Digital Subscriber Lines", IEEE Signal Processing Magazine, Special Issue on Multimedia Communications and Networking, vol 17, no 4, pp.44-60, July 2000.
  50. A. Raghupathy and K.J.R. Liu, "Algorithm-Based Low Power/High Speed Reed Solomon Decoder Design", IEEE Trans. on Circuits and Systems II: Analog and Digital Signal Processing, vol 47, no 11, pp.1254-1270, Nov 2000.
  51. P. Hsu, K.J.R. Liu, and T. Chen, "A Low Bit Rate Video Codec Based on Two Dimensional Mesh Motion Compensation with Adaptive Interpolation", IEEE Trans. on Circuits and Systems for Video Technology, vol 11, no 1, pp.111-117, Jan 2001.
  52. A. Mercado and K.J.R. Liu, "NP-Hardness of the Stable Matrix in Unit Interval Family Problem in Discrete Time", Systems and Control Letters, 42, pp.261-265, 2001.
  53. H. Li, Y. Wang, K.J.R. Liu, S.C.B. Lo, and M.T. Freedman, "Computerized Radiological Mass Detection - Part I: Lesion Site Selection by Morphological Enhancement and Contextual Segmentation", IEEE Trans. on Medical Imaging, vol 20, no 4, pp.289-301, April 2001.
  54. H. Li, Y. Wang, K.J.R. Liu, S.C.B. Lo, and M.T. Freedman, "Computerized Radiological Mass Detection - Part II: Detection Support by Featured Database Visualization and Modular Neural Networks", IEEE Trans. on Medical Imaging, vol 20, no 4, pp.302-313, April 2001.
  55. P. Hsu and K.J.R. Liu, "Software Optimization of Video Codecs on Pentium Processor with MMX Technology", EURASIP Journal on Applied Signal Processing, vol 2001, no.2, pp.100-109, June 2001.
  56. Y.C. Liang, F.P.S. Chin, and K.J.R. Liu, "Downlink Beamforming for DS-CDMA Mobile Radio with Multimedia Services", IEEE Trans. on Communications, vol 49, no 7, pp.1288-1298, July 2001.
  57. B. Sampath, K.J.R. Liu, and Y.G. Li, "Error Correcting Least Squares Subspace Algorithm for Blind Identification and Equalization", Signal Processing, vol 81, no 10, pp.2069-2087, Sep. 2001.
  58. J. Chen and K.J.R. Liu, "Efficient Architecture and Design for An Embedded Video Coding Engine", IEEE Trans. on Multimedia, vol 3, no 3, pp.285-297, Sep. 2001.
  59. U.V. Koc and K.J.R. Liu, "Motion Compensation on DCT Domain", EURASIP Journal on Applied Signal Processing, vol 2001, no.3, pp.147-162, Sep. 2001.
  60. J. Song and K.J.R. Liu, "A Data Embedded Video Coding Scheme for Error-Prone Channels", IEEE Trans. on Multimedia, vol 3, no 4, pp.415-423, Dec. 2001.
  61. J. Razavilar, K.J.R. Liu, and S. Marcus, "Jointly Optimized Bit-Rate/Delay Control Policy for Wireless Packet Networks with Fading Channels", IEEE Trans. on Communications, vol 50, no 3, pp.484-494, March 2002.
  62. J. Chen and K.J.R. Liu, "Joint Source-Channel Multistream Coding and Optical Network Adapter Design for Video over IP", IEEE Trans. on Multimedia, vol 4, no 1, pp.3-22, March 2002.
  63. Z. Safar and K.J.R. Liu, "Systematic Design of Space-Time Trellis Codes for Diversity and Coding Advantages", EURASIP Journal on Applied Signal Processing, vol 2002, no 3, pp.221-235, Special Issue on Space-Time Coding and Its Applications, March 2002.
  64. B. Sampath, K.J.R. Liu, and Y.G. Li, "Deterministic Blind Subspace MIMO Equalization", EURASIP Journal on Applied Signal Processing, vol 2002, no 5, pp.538-551, May 2002.
  65. X. Wang and K.J.R. Liu, "Channel Estimation for Multicarrier Modulation Systems Using Time-Frequency Polynomial Model", IEEE Trans. on Communications, vol 50, no 7, pp.1045-1048, July 2002.
  66. X. Wang and K.J.R. Liu, "An Adaptive Channel Estimation Algorithm Using Time-Frequency Polynomial Model for OFDM with Fading Multipath Channels", EURASIP Journal on Applied Signal Processing, vol 2002, no 8, pp.818-830, special issue on 3G Wireless Communications and Beyond, Aug 2002.
  67. J. Song and K.J.R. Liu, "Robust Progressive Image Transmission over OFDM Systems Using Space-Time Block Code", IEEE Trans. on Multimedia, vol 4, no 3, pp.394-406, Sep 2002.
  68. A. Mercado and K.J.R. Liu, "Adaptive QoS for Wireless Multimedia Networks Using Power Control and Smart Antennas", IEEE Trans. on Vehicular Technology, vol 51, no 5, pp.1223-1233, Sep 2002.
  69. N. Chandrachoodan, S. Bhattacharyya and K.J.R. Liu, "High-Level Synthesis of DSP Applications using Adaptive Negative Cycle Detection", EURASIP Journal on Applied Signal Processing, vol 2002, no 9, pp.893-907, special issue on Implementation of DSP and Communication Systems, Sep 2002.
  70. X. Wang and K.J.R. Liu, "Performance Analysis for Adaptive Channel Estimation Exploiting Cyclic Prefix in Multicarrier Modulation Systems", IEEE Trans. Communications, vol 51, no 1, pp.94-105, Jan 2003.
  71. W. Trappe, M. Wu, Z.J. Wang, and K.J.R. Liu, "Anti-Collusion Fingerprinting for Multimedia", IEEE Trans. on Signal Processing, vol 51, no 4, pp.1069-1087, special issue on Signal Processing for Data Hiding in Digital Media and Secure Content Delivery, April 2003.
  72. W. Su, Z. Safar, M. Olfat, and K.J.R. Liu, "Obtaining Full Diversity Space-Frequency Code Through Space-Time Code via Mapping", IEEE Trans. on Signal Processing, vol 51, no 11, pp.2905-2916, Special Issue on MIMO Wireless Communications, Nov 2003.
  73. A. Raghupathy, N. Chandrachoodan, and K.J.R. Liu, "Algorithm and VLSI Architecture for High Performance Adaptive Video Scaling", IEEE Trans. on Multimedia, vol 5, no 4, pp.489-502, Dec 2003.
  74. W. Trappe, J. Song, R. Poovendran, and K.J.R. Liu, "Key Management and Distribution for Secure Multimedia Multicast", IEEE Trans. on Multimedia, vol 5, no 4, pp.544-557, Dec 2003.
  75. J. Song and K.J.R. Liu, "An Integrated Source and Channel Rate Allocation Scheme for Robust Video Coding and Transmission over Wireless Channels", EURASIP Journal on Applied Signal Processing, 2004:2, pp.304-316, Special Issue on Multimedia over IP and Wireless Networks, Feb 2004.
  76. M. Wu, W. Trappe, Z.J. Wang, and K.J.R. Liu, "Collusion-Resistant Fingerprinting for Multimedia", IEEE Signal Processing Magazine, Special Issue on Digital Rights: Management, Protection, Standardization, vol 21, no 2, pp.15-27, March 2004.
  77. N. Chandrachoodan, S. Bhattacharyya and K.J.R. Liu, "A Hierarchical Timing Pair Model for Multirate DSP Applications", IEEE Trans. on Signal Processing, vol 52, no 5, pp.1209-1217, May 2004.
  78. Z. Han, F.R. Farrokhi, and K.J.R. Liu, "Joint Power Control and Blind Beamforming for Wireless Networks: A Cross Layer Approach", EURASIP Journal on Applied Signal Processing, 2004:5, pp.751-761, Special Issue on MIMO Communications and Signal Processing, May 2004.
  79. W. Su, X.G. Xia, and K.J.R. Liu, "Systematic Design of High-Rate Complex Orthogonal Space-Time Block Codes", IEEE Communications Letters, vol. 8, no. 6, pp.380-382, June 2004.
  80. Z. Han and K.J.R. Liu, "Joint Adaptive Link Quality and Power Management over Wireless Networks with Fairness Constraint and Space-Time Diversity", IEEE Trans. on Vehicular Technology, vol 53, no 4, pp.1138-1148, July 2004 .
  81. W. Su, Z. Safar, and K.J.R. Liu, "Diversity Analysis of Space-Time Modulation for Time-Correlated Rayleigh Fading Channels", IEEE Trans. on Information Theory, vol 50, no 8, pp.1832-1839, Aug. 2004.
  82. Y. Sun, W. Trappe, and K.J.R. Liu, "A Scalable Multicast Key Management Scheme for Heterogeneous Wireless Networks", IEEE/ACM Trans. on Networking, vol 12, no 4, pp.653-666, Aug. 2004.
  83. Z. Safar and K.J.R. Liu, "Systematic Space-Time Trellis Code Construction for Correlated Rayleigh Fading Channels", IEEE Trans. on Information Theory, vol 50, no 11, pp.2855-2865, Nov. 2004.
  84. Z.J. Wang, M. Wu, W. Trappe, and K.J.R. Liu, "Group-Oriented Fingerprinting for Multimedia Forensics", EURASIP Journal on Applied Signal Processing, Special Issue on Multimedia Security and Rights Management, 2004:14, pp.2142-2162, Nov 2004.
  85. Z. Han and K.J.R. Liu, "Power Minimization under Throughput Management over Wireless Networks with Antenna Diversity", IEEE Trans. on Wireless Communications, vol 3, no 6, pp.2170-2181, Nov 2004.
  86. W. Su, Z. Safar, and K.J.R. Liu, "Full-Rate Full-Diversity Space-Frequency Codes with Optimum Coding Advantage", IEEE Trans. on Information Theory, vol 51, no 1, pp.229-249, Jan 2005.
  87. T. Himsoon, W. Su, and K.J.R. Liu, "Differential Unitary Space-Time Modulation using Matrix Rotation Based Signal Design", IEEE Signal Processing Letters, vol 12, no 1, pp.45-48, Jan. 2005.
  88. A. Kwasinski, M. Alasti, K.J.R. Liu, and N. Farvardin, "A Low-Complexity Source Encoding Assisted Multiple Access Protocol for Voice/Data Integrated Networks", EURASIP Journal on Applied Signal Processing, Special Issue on Cross Layer Designs for Communications and Signal Processing Systems, 2005:2, pp.193-206, Feb 2005.
  89. W. Trappe, Y. Wang, and K.J.R. Liu, "Resource-Aware Conference Key Establishment for Heterogeneous Networks", IEEE/ACM Trans. on Networking, vol 13, no 1, pp.134-146, Feb 2005.
  90. M. Olfat, F.R. Farrokhi, and K.J.R. Liu, "Power Allocation for OFDM using Adaptive Beamforming over Wireless Networks", IEEE Trans. on Communications, vol 53, no 3, pp.505-514, March 2005.
  91. W. Siriwongpairat, M. Olfat, and K.J.R. Liu, "Performance Analysis and Comparison of Time-Hopping and Direct-Sequence UWB-MIMO Systems", EURASIP Journal on Applied Signal Processing, Special Issue on UWB - State of the Art, 2005:3, pp.328-345, March 2005.
  92. C. Pandana and K.J.R. Liu, "Near Optimal Reinforcement Learning Framework for Energy-Aware Wireless Sensor Communications", IEEE Journal of Selected Areas in Communications, Special Issue on Self-Organizing Distributed Collaborative Sensor Networks, vol 23, no 4, pp.788-797, April 2005.
  93. H. Zhao, M. Wu, Z.J. Wang, and K.J.R. Liu, "Forensic Analysis of Nonlinear Collusion Attacks for Multimedia Fingerprinting", IEEE Trans. on Image Processing, vol 14, no 5, pp.646-661, May 2005.
  94. X. Wang and K.J.R. Liu, "Model Based Channel Estimation Framework for MIMO Multicarrier Communication Systems", IEEE Trans. on Wireless Communications, vol 4, no 3, pp.1050-1063, May 2005.
  95. Z.J. Wang, Z. Han, and K.J.R. Liu, "MIMO-OFDM Channel Estimation based on Time of Arrivals", IEEE Trans. on Wireless Communications, vol 4, no 3, pp.1207-1213, May 2005.
  96. Z.J. Wang, M. Wu, H. Zhao, W. Trappe, and K.J.R. Liu, "Anti-Collusion Forensics of Multimedia Fingerprinting Using Orthogonal Modulation", IEEE Trans. on Image Processing, vol 14, no 6, pp.804-821, June 2005.
  97. P. Qiu, Z.J. Wang, and K.J.R. Liu, "Ensemble Dependence Model for Classification and Prediction of Cancer and Normal Gene Expression Data", Bioinformatics, vol 21, no 14, pp.3114-3121, July 2005.
  98. G. Sun, J. Chen, W. Guo, and K.J.R. Liu, "Signal Processing Techniques in Network-Aided Positioning: A Survey", IEEE Signal Processing Magazine, vol 22, no 4, pp.12-23, July 2005.
  99. W. Su, Z. Safar, and K.J.R. Liu, "Towards Maximum Achievable Diversity in Space, Time, and Frequency: Performance Analysis and Code Design", IEEE Trans. on Wireless Communications, vol 4, no 4, pp.1847-1857, July 2005.
  100. C. Pandana, Y. Sun, and K.J.R. Liu, "Channel-Aware Priority Transmission Scheme using Joint Channel Estimation and Data Loading for OFDM Systems", IEEE Trans. on Signal Processing, vol 53, no 8, pp.3297-3310, Aug 2005.
  101. Z. Han, Z. Ji, and K.J.R. Liu, "Fair Multiuser Channel Allocation for OFDMA Networks using Nash Bargaining Solutions and Coalitions", IEEE Trans. on Communications, vol 53, no 8, pp.1366-1376, Aug 2005.
  102. T. Himsoon, W. Su, and K.J.R. Liu, "Differential Transmission for Amplify-and-Forward Cooperative Communications", IEEE Signal Processing Letters, vol 12, no 9, pp.597-600, Sep 2005.
  103. Z.J. Wang, Z. Szabo, P. Lei, J. Varga, and K.J.R. Liu, "A Factor-Image Framework to Quantification of Brain Receptor Dynamic PET Studies", IEEE Trans. on Signal Processing, special issue on Signal Processing Aspects of Brain Imaging, vol 53, no 9, pp.3473-3487, Sep 2005.
  104. Z. Han and K.J.R. Liu, "Non-Cooperative Power Control Game and Throughput Game over Wireless Networks", IEEE Trans. on Communications, vol 53, no 10, pp.1625-1629, Oct 2005.
  105. W. Yu and K.J.R. Liu, "Attack-Resistant Cooperation Stimulation in Autonomous Ad Hoc Networks", IEEE Journal of Selected Areas in Communications, special issue on Autonomic Communication Systems, vol 23, no 12, pp.2260-2271, Dec 2005.
  106. W. Su and K.J.R. Liu, "Differential Space-Frequency Modulation via Smooth Logical Channel for Broadband Wireless Communications", IEEE Trans. on Communications, vol 53, no 12, pp.2024-2028, Dec 2005.
  107. H.V. Zhao and K.J.R. Liu, "Fingerprint Multicast for Secure Video Streaming", IEEE Trans. on Image Processing, vol 15, no 1, pp.12-29, Jan 2006.
  108. W.P. Siriwongpairat, W. Su, M. Olfat, and K.J.R. Liu, "Multiband-OFDM Space-Time-Frequency Coding for UWB Communication Systems", IEEE Trans. on Signal Processing, vol 54, no 1, pp.214-224, Jan 2006.
  109. L.T. Younkins, W. Su, and K.J.R. Liu, "On the Robustness of Space-Time Coding Techniques based on a General Space-Time Covariance Model", IEEE Trans. on Vehicular Technology, vol 55, no 1, pp.219-233, Jan 2006.
  110. Y. Sun, W. Yu, Z. Han, and K.J.R. Liu, "Information Theoretic Framework of Trust Modelling and Evaluation for Ad Hoc Networks", IEEE Journal of Selected Areas in Communications, special issue on Security in Wireless Ad Hoc Networks, vol 24, no 2, pp.305-317, Feb 2006.
  111. G.M. Su, Z. Han, M. Wu, and K.J.R. Liu, "Multiuser Cross-Layer Resource Allocation for Video Transmission over Wireless Networks", IEEE Networking, vol 20, no 2, pp.21-27, March 2006.
  112. Z. Safar, W. Su, and K.J.R. Liu, "A Fast Sphere Decoding Algorithm for Space-Frequency Block Codes", EURASIP Journal on Applied Signal Processing, special issue on Implementation Aspects and Testbeds for MIMO Systems, vol 2006, AID 97676, pp. 1-14, 2006.
  113. W.P. Siriwongpairat, W. Su, and K.J.R. Liu, "Performance Characterization of Multiband UWB Communication Systems using Poisson Cluster Arriving Fading Paths", IEEE Journal of Selected Areas in Communications, special issue on Ultra Wideband Communications, vol 24, no 4, pp.745-751, April 2006.
  114. P. Qiu, Z.J. Wang, and K.J.R. Liu, "Polynomial Model Approach for Resynchronization Analysis of Cell-cycle Gene Expression Data", Bioinformatics, vol.22, no.8, pp.959-966, April 2006.
  115. A.K. Sadek, W. Su, and K.J.R. Liu, "Diversity Analysis for Frequency-Selective MIMO-OFDM Systems with Arbitrary Spatial and Temporal Correlation", IEEE Trans. on Communications, vol 54, no 5, pp.878-888, May 2006.
  116. H.V. Zhao and K.J.R. Liu, "Behavior Forensics for Scalable Multiuser Collusion: Fairness vs. Effectiveness", IEEE Trans. on Information Forensics and Security, vol 1, no 3, pp.311-329, Sep 2006.
  117. T. Himsoon, W. Su, and K.J.R. Liu, "Single-Block Differential Transmit Scheme for Broadband Wireless MIMO-OFDM Systems", IEEE Trans. on Signal Processing, vol 54, no 9, pp.3305-3314, Sep 2006.
  118. Z. Han, A. Kwasinski, and K.J.R. Liu, "A Near-Optimal Multiuser Joint Speech Source-Channel Resource Allocation Scheme over Downlink CDMA Networks", IEEE Trans. on Communications, vol 54, no 9, pp.1682-1692, Sep 2006.
  119. Y. Mao, Y. Sun, M. Wu, and K.J.R. Liu, "JET: Dynamic Join-Exit-Tree Amortization and Scheduling for Contributory Key Management", IEEE/ACM Trans. on Networking, vol 14, no 5, pp.1128-1140, Oct 2006.
  120. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "A Data-Bearing Approach for Pilot-Embedding in Space-Time Coded MIMO Systems", IEEE Trans. on Signal Processing, vol 54, no 10, pp.3966-3979, Oct 2006.
  121. G.M. Su, Z. Han, M. Wu, and K.J.R. Liu, "A Scalable Multiuser Framework for Video over OFDM Networks: Fairness and Efficiency", IEEE Trans. on Circuits and Systems for Video Technology, vol 16, no 10, pp.1217-1231, Oct 2006.
  122. Z. Han, G.M. Su, A. Kwasinski, M. Wu, and K.J.R. Liu, "Multiuser Distortion Management of Layered Video over Resource Limited Downlink Multicode-CDMA", IEEE Trans. on Wireless Communications, vol 5, no 11, pp.3056-3067, Nov 2006.
  123. H.V. Zhao and K.J.R. Liu, "Traitor-within-Traitor Behavior Forensics: Strategy and Risk Minimization", IEEE Trans. on Information Forensics and Security, vol 1, no 4, pp.440-456, Dec 2006.
  124. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "Adaptive Channel Estimation using Pilot-Embedded Data-Bearing Approach for MIMO-OFDM Systems", IEEE Trans. on Signal Processing, vol 54, no 12, pp.4706-4716, Dec 2006.
  125. A.K. Sadek, W. Su, and K.J.R. Liu, "Multi-Node Cooperative Communications in Wireless Networks", IEEE Trans. on Signal Processing, vol 55, no 1, pp.341-355, Jan 2007.
  126. P. Qiu, Z.J. Wang, and K.J.R. Liu, "Genomic Processing for Cancer Classification and Prediction", IEEE Signal Processing Magazine, vol 24, no 1, pp.100-110, Jan 2007.
  127. P. Qiu, Z.J. Wang, K.J.R. Liu, Z.Z. Hu, and C.H. Wu, "Dependence Network Modeling for Biomarker Identification", Bioinformatics, vol 23, no 2, 198-206, Jan 2007.
  128. T. Himsoon, W.P. Siriwongpairat, Z. Han, and K.J.R. Liu, "Lifetime Maximization via Cooperative Nodes and Relay Deployment in Wireless Networks", IEEE Journal of Selected Areas in Communications, Special Issue on Cooperative Communications and Networking, vol 25, no 2, pp.306-317, Feb 2007.
  129. W.P. Siriwongpairat, Z. Han, and K.J.R. Liu, "Power Controlled Channel Allocation for Multiuser Multiband UWB Systems", IEEE Trans. on Wireless Communications, vol 6, no 2, pp.583-592, Feb 2007.
  130. Z. Han, X. Liu, Z.J. Wang, and K.J.R. Liu, "Delay Sensitive Scheduling Schemes for Heterogeneous QoS over Wireless Networks", IEEE Trans. on Wireless Communications, vol 6, no 2, pp.423-428, Feb 2007.
  131. A. Swaminathan, M. Wu, and K.J.R. Liu, "Non-Intrusive Component Forensics of Visual Sensors via Output Images", IEEE Trans. on Information Forensics and Security, vol 2, no 1, pp.91-106, March 2007.
  132. W. Yu and K.J.R. Liu, "Game Theoretic Analysis of Cooperation Stimulation and Security in Autonomous Mobile Ad Hoc Networks", IEEE Trans. on Mobile Computing, vol 6, no 5, pp.459-473, May 2007.
  133. Z. Ji and K.J.R. Liu, "Dynamic Spectrum Sharing: A Game Theoretical Overview", IEEE Communications Magazine, vol 45, no 5, pp.88-94, May 2007.
  134. K.G. Seddik, A.K. Sadek, W. Su, and K.J.R. Liu, "Outage Analysis and Optimal Power Allocation for Multi-Node Relay Networks", IEEE Signal Processing Letters, vol 14, no 6, pp.377-380, June 2007.
  135. Y. Sun and K.J.R. Liu, "Analysis and Protection of Dynamic Membership Information for Group Key Distribution Schemes", IEEE Trans. on Information Forensics and Security, vol 2, no 2, pp.213-226, June 2007.
  136. W. Yu and K.J.R. Liu, "Defense Against Injecting Traffic Attacks in Wireless Mobile Ad Hoc Networks", IEEE Trans. on Information Forensics and Security, vol 2, no 2, pp.227-239, June 2007.
  137. W. Yu, and Z.J. Ji, and K.J.R. Liu, "Securing Cooperative Ad Hoc Networks under Noise and Imperfect Monitoring: Strategies and Game Theoretical Analysis", IEEE Trans. on Information Forensics and Security, vol 2, no 2, pp.240-253, June 2007.
  138. T. Himsoon, W.P. Siriwongpairat, W. Su, and K.J.R. Liu, "Differential Modulation with Threshold-Based Decision Combining for Cooperative Communications", IEEE Trans. on Signal Processing, vol 55, no 7, pp.3905-3923, July 2007.
  139. W. Yu, Y.L. Sun, and K.J.R. Liu, "Optimizing Rekeying Cost for Contributory Group Key Agreement Schemes", IEEE Trans. on Dependable and Secure Computing, vol 4, no 3, pp.228-242, July-Sep, 2007.
  140. G.M. Su, Z. Han, M. Wu, and K.J.R. Liu, "Joint Uplink and Downlink Optimization for Real-Time Multiuser Video Streaming over WLANs", IEEE Journal of Selected Topics on Signal Processing, Special Issue on Network-Aware Multimedia Processing and Communications, vol 1, no 2, pp.280-294, Aug 2007.
  141. Z. Han, Z.J. Ji, and K.J.R. Liu, "Non-Cooperative Resource Competition Game by Virtual Referee in Multi-Cell OFDMA", IEEE Journal of Selected Areas in Communications, special issue on Non-Cooperative Behavior in Networking, vol 25, no 6, pp.1079-1090, Aug 2007.
  142. P. Qiu, W.D. D'Souza, T.J. McAvoy, and K.J.R. Liu, "Inferential Modeling and Predictive Feedback Control in Real-Time Motion Compensation Using the Treatment Couch During Radiotherapy", Physics in Medicine and Biology, vol. 52, no. 19, pp. 5831-5854, Sep 2007.
  143. A.K. Sadek, K.J.R. Liu, and A. Ephremides, "Cognitive Multiple Access via Cooperation: Protocol Design and Stability Analysis", IEEE Trans. on Information Theory, Special Issue on Models, Theory Codes for Relaying Cooperation in Communication Networks, vol 53, no 10, pp.3677-3696, Oct 2007.
  144. H.Q. Lai, W.P. Siriwongpairat, and K.J.R. Liu, "Performance Analysis of Multiband OFDM UWB System with Imperfect Synchronization and Intersymbol Interference", IEEE Journal of Selected Topics on Signal Processing, Special Issue on Performance Limits of Ultra-Wideband Systems, vol 1, no 3, pp.521-534, Oct 2007.
  145. Y. Sun and K.J.R. Liu, "Hierarchical Group Access Control for Secure Multicast Communications", IEEE/ACM Trans. on Networking, vol 15, no 6, pp. 1514-1526, Dec 2007.
  146. Z. Ji and K.J.R. Liu, "Multi-Stage Pricing Game for Collusion-Resistant Dynamic Spectrum Allocation", IEEE Journal on Selected Areas in Communications, Special Issue on Cognitive Radio: Theory and Applications. vol 26, no 1, pp.182-191, Jan 2008.
  147. W. Su, A. K. Sadek, and K.J.R. Liu, "Cooperative Communications in Wireless Networks: Performance Analysis and Optimum Power Allocation", Wireless Personal Communications, vol 44, no 2, pp.181-217, Jan 2008.
  148. A. Kwasinski and K.J.R. Liu, "Towards a Unified Framework for Modeling and Analysis of Diversity in Joint Source-Channel Coding", IEEE Trans. on Communications, vol 56, no 1, pp.90-101, Jan 2008.
  149. Y.L. Sun, Z. Han, and K.J.R. Liu, "Defense of Trust Management Vulnerabilities in Distributed Networks", IEEE Communications Magazine, vol 46, no 2, pp. 112-119, Feb 2008.
  150. A. Swaminathan, M. Wu, and K.J.R. Liu, "Digital Image Forensics via Intrinsic Fingerprints", IEEE Trans. on Information Forensics and Security, vol 3, no 1, pp.101-117, March 2008.
  151. K.G. Seddik, A.S. Ibrahim, and K.J.R. Liu, "Trans-Modulation in Wireless Relay Networks", IEEE Communications Letters, vol 121, no 3, pp.170-172, March 2008.
  152. Z. Han, Z. Ji, and K.J.R. Liu, "A Cartel Maintenance Framework for Enforcing Cooperation in Wireless Networks with Selfish Users", IEEE Trans. on Wireless Communications, Special Issue on Cooperative Communications, vol 7, no 5, pp.1889-1899, May 2008.
  153. W. Yu and K.J.R. Liu, "Secure Cooperation in Autonomous Mobile Ad Hoc Networks Under Noise and Imperfect Monitoring: A Game Theoretic Approach", IEEE Trans. on Information Forensics and Security, vol 3, no 2, pp.317-330, June 2008.
  154. T. Himsoon, W.P. Siriwongpairat, W. Su, and K.J.R. Liu, "Differential Modulation for Multinode Cooperative Communications", IEEE Trans. on Signal Processing, vol 56, no 7, pp.2941-2956, July 2008.
  155. W.P. Siriwongpairat, A.K. Sadek, and K.J.R. Liu, "Cooperative Communications Protocol for Multiuser OFDM Networks", IEEE Trans. on Wireless Communications, vol 7, no 7, pp.2430-2435, July 2008.
  156. A.S. Ibrahim, A.K. Sadek, W. Su, and K.J.R. Liu, "Cooperative Communications with Relay Selection: When to Cooperate and Whom to Cooperate with?", IEEE Trans. on Wireless Communications, vol 7, no 7, pp.2814-2827, July 2008.
  157. K.G. Seddik, A.K. Sadek, A.S. Ibrahim, and K.J.R. Liu, "Design Criteria and Performance Analysis for Distributed Space-Time Coding", IEEE Trans. on Vehicular Technology, vol 57, no 4, pp.2280-2292, July 2008.
  158. C. Pandana, Z. Han, and K.J.R. Liu, "Cooperation Enforcement and Learning for Optimizing Packet Forwarding in Autonomous Wireless Networks", IEEE Trans. on Wireless Communications, vol 7, no 8, pp.3150-3163, Aug 2008.
  159. Z.J. Ji, W.A. Yu, and K.J.R. Liu, "A Game Theoretical Framework for Dynamic Pricing-Based Routing in Self-Organized MANETs", IEEE Journal on Selected Areas in Communications, Special Issue on Game Theory, vol 26, no 7, pp.1204-1217, Sep 2008.
  160. A. Kwasinski and K.J.R. Liu, "Source-Channel-Cooperation Tradeoffs for Adaptive Coded Communications", IEEE Trans. on Wireless Communications, vol 7, no 9, pp.3347-3358, Sep 2008.
  161. A.K. Sadek, W. Su, and K.J.R. Liu, "Transmit Beamforming Design for Space-Frequency Coded MIMO-OFDM with Spatial Correlation Feedback", IEEE Trans. on Communications, vol 56, no 10, pp.1647-1655, Oct 2008.
  162. C. Pandana and K.J.R. Liu, "Robust Connectivity-Aware Energy-Efficient Routing for Wireless Sensor Networks", IEEE Trans. on Wireless Communications, vol 7, no 10, pp.3904-3916, Oct 2008.
  163. A.S. Ibrahim, Z. Han, and K.J.R. Liu, "Distributed Energy-Efficient Cooperative Routing in Wireless Networks", IEEE Trans. on Wireless Communications, vol 7, no 10, pp.3930-3941, Oct 2008.
  164. K.G. Seddik and K.J.R. Liu, "Distributed Space-Frequency Coding over Broadband Relay Channels", IEEE Trans. on Wireless Communications, vol 7, no 11, pp.4748-4759, Nov 2008.
  165. B. Wang, Y. Wu, Z. Ji, K.J.R. Liu, and T.C. Clancy, "Game Theoretical Mechanism Design Methods: Suppressing Cheating in Cognitive Radio Networks", IEEE Signal Processing Magazine, Special Issue on Signal Processing for Cognitive Radio Networks, vol 25, no 6, pp.74-84, Nov 2008.
  166. P. Qiu, Z.J. Wang, K.J.R. Liu, and Z. Szabo, "An Activity-Subspace Approach for Estimating the Integrated Input Function and Relative Distribution Volume in PET Parametric Imaging", IEEE Trans. on Information Technology in Biomedicine, vol 13, no 1, pp.25-36, Jan 2009.
  167. A.S. Ibrahim, K.G. Seddik, and K.J.R. Liu, "Connectivity-Aware Network Maintenance and Repair via Relays Deployment in Sensor Networks", IEEE Trans. on Wireless Communications, vol 8, no 1, pp.356-366, Jan 2009.
  168. H. Zhao, W.S. Lin, and K.J.R. Liu, "Behavior Modeling and Forensics for Multimedia Social Networks: A Case Study in Multimedia Fingerprinting", IEEE Signal Processing Magazine, vol 26, no 1, pp118-139, Jan 2009.
  169. A. El-Sherif, A. Kwasinski, A. Sadek, and K.J.R. Liu, "Content-Aware Cognitive Multiple Access Protocol for Cooperative Packet Speech Communications", IEEE Trans. on Wireless Communications, vol 8, no 2, pp.995-1005, Feb 2009.
  170. A. Swaminathan, M. Wu, and K.J.R. Liu, "Component Forensics: Theory, Methodologies, and Applications", IEEE Signal Processing Magazine, vol 26, no 2, pp.38-48, March 2009.
  171. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Incentive Cooperation Strategies for Peer-to-Peer Live Multimedia Streaming Social Networks", IEEE Trans. on Multimedia, Special Issues on Community and Media Computing, vol 11, no 3, pp.396-412, April 2009.
  172. W. Su, Z. Safar, and K.J.R. Liu, "Orthogonal Space-Time Block Codes with Sphere Packing", IEEE Trans. on Information Theory, vol 55, no 4, pp.1627-1639, April 2009.
  173. B. Wang, Z. Ji, K.J.R. Liu, and C. Clancy, "Primary-Prioritized Markov Approach for Efficient and Fair Dynamic Spectrum Allocation", IEEE Trans. on Wireless Communications, vol 8, no 4, pp.1854-1865, April 2009.
  174. Y. Wu, B. Wang, K.J.R. Liu, and T.C. Clancy, "Repeated Open Spectrum Sharing Game with Cheat-Proof Strategies", IEEE Trans. on Wireless Communications, vol 8, no 4, pp.1922-1933, April 2009.
  175. Z. Han, T. Himsoon, W.P. Siriwongpairat, and K.J.R. Liu, "Resource Allocation for Multiuser Cooperative OFDM Networks: Who Helps Whom and How to Cooperate", IEEE Trans. on Vehicular Technology, vol 58, no 5, pp.2378-2391, June 2009.
  176. B. Wang, Z. Han, and K.J.R. Liu, "Distributed Relay Selection and Power Control for Multiuser Cooperative Communication Networks using Stackelberg Game", IEEE Trans. on Mobile Computing, vol 8, no 7, pp.975-990, July 2009.
  177. H.Q. Lai, A.S. Ibrahim, and K.J.R. Liu, "Wireless Network Cocast: Location-Aware Cooperative Communications using Network Coding", IEEE Trans. on Wireless Communications, vol 8, no 7, pp.3844-3854, July 2009.
  178. W.S. Lin, S. Tjoa, H.V. Zhao, and K.J.R. Liu, "Digital Image Source Coder Forensics via Intrinsic Fingerprints", IEEE Trans. on Information Forensics and Security, vol 4, no 3, pp.460-475, Sep 2009.
  179. Z. Han, A.L. Swindlehurst and K.J.R. Liu, "Optimization of MANET Connectivity via Smart Deployment/Movement of Unmanned Air Vehicle", IEEE Trans. on Vehicular Technology, vol 58, no 7, pp.3533-3546, Sep 2009.
  180. Y. Chen, B. Wang, and K.J.R. Liu, "Multi-User Rate Allocation Games For Multimedia Communications", IEEE Trans. on Multimedia, vol 11, no 6, pp.1170-1181, Oct 2009.
  181. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Behavior Forensics With Side Information for Multimedia Fingerprinting Social Networks", IEEE Trans. on Information Forensics and Security, vol 4, no 4, pp.911-927, Dec 2009.
  182. Y. Wu, B. Wang, K.J.R. Liu, and T.C. Clancy, "A Scalable Collusion-Resistant Multi-Winner Cognitive Spectrum Auction Game", IEEE Trans. on Communications, vol 57, no 12, pp.3805-3816, Dec 2009.
  183. A. Sadek, W. Yu, and K.J.R. Liu, "On the Energy Efficiency of Cooperative Communications in Wireless Sensor Networks", ACM Trans. on Sensor Networks, vol 6, no 1, Dec 2009.
  184. A.S. Ibrahim and K.J.R. Liu, "Mitigating Channel Estimation Error With Timing Synchronization Tradeoff in Cooperative Communications", IEEE Trans. on Signal Processing, vol 58, no 1, pp.337-348, Jan 2010.
  185. K.G. Seddik, A.K. Kwasinski, and K.J.R. Liu, "Asymptotic Distortion Performance of Source-Channel Diversity over Multi-Hop and Relay Channels", IEEE Trans. on Mobile Computing, vol 9, no 2, pp.270-287, Feb 2010.
  186. B. Wang, K.J.R. Liu, and T.C. Clancy, "Evolutionary Cooperative Spectrum Sensing Game: How to Collaborate?", IEEE Trans. on Communications, vol 58, no 3, pp.890-900, March 2010.
  187. A.K. Sadek, Z. Han, and K.J.R. Liu, "Distributed Relay-Assignment Protocols for Coverage Extension in Cooperative Wireless Networks", IEEE Trans. on Mobile Computing, vol 9, no 4, pp.505-515, April 2010.
  188. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Cooperation Stimulation Strategies for Peer-to-Peer Wireless Video-Sharing Social Networks", IEEE Trans. on Image Processing, vol 19, no 7, pp. 1768-1784, July 2010.
  189. Y. Chen, W.S. Lin, and K.J.R. Liu, "Risk-Distortion Analysis for Video Collusion Attacks: A Mouse-and-Cat Game", IEEE Trans. on Image Processing, vol 19, no 7, pp. 1798-1807, July 2010.
  190. H.V. Zhao and K.J.R. Liu, "Impact of Social Network Structures on Multimedia Fingerprinting Misbehavior Detection and Identification", IEEE Journal of Selected Topics on Signal Processing, special issue on signal and information processing for social networks, vol 4, no 4, pp. 687-703, Aug 2010.
  191. Y. Chen, Y. Wu, B. Wang, and K.J.R. Liu, "Spectrum Auction Games For Multimedia Streaming Over Cognitive Radio Networks", IEEE Trans. on Communications, vol 58, no 8, pp.2381-2390, Aug 2010.
  192. Z.J. Ji, W. Yu, and K.J.R. Liu, "A Belief Evaluation Framework in Autonomous MANETs under Noise and Imperfect Observation: Vulnerability Analysis and Cooperation Enforcement", IEEE Trans. on Mobile Computing, vol 9, no 9, pp. 1242-1254, Sep 2010.
  193. M.C. Stamm and K.J.R. Liu, "Forensic Detection of Image Manipulation using Statistical Intrinsic Fingerprints", IEEE Trans. on Information Forensics and Security, vol 5, no 3, pp.492-506, Sep 2010.
  194. B. Wang, Y. Wu, and K.J.R. Liu, "Game Theory for Cognitive Radio Networks: An Overview", Computer Networks, vol 54, no 14, pp.2537-2561, Oct 2010.
  195. Y. Chen, B. Wang, W.S. Lin, Y. Wu, and K.J.R. Liu, "Cooperative Peer-to-Peer Streaming: An Evolutionary Game-Theoretic Approach", IEEE Trans. on Circuits and Systems for Video Technology, vol 20, no 10, pp.1346-1357, Oct 2010.
  196. Y. Chen and K.J.R. Liu, "Indirect Reciprocity Game Modelling for Cooperation Stimulation in Cognitive Networks", IEEE Trans. on Communications, vol 59, no 1, pp.159-168, Jan 2011.
  197. B. Wang and K.J.R. Liu, "Advances in Cognitive Radios: A Survey", IEEE Journal of Selected Topics on Signal Processing, special issue on Cooperative Communications and Signal Processing in Cognitive Radio Systems, vol 5, no 1, pp.5-23, Feb 2011.
  198. H.Q. Lai and K.J.R. Liu, "Space-Time Network Coding", IEEE Trans. on Signal Processing, vol 59, no 4, pp.1706-1718, April 2011.
  199. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Game Theoretic Strategy and Equilibrium in Multimedia Fingerprinting Social Networks", IEEE Trans. on Multimedia, vol 13, no 2, pp.191-205, April 2011.
  200. A.A. El-Sherif, A.K. Sadek, and K.J.R. Liu, "Opportunistic Multiple Access for Cognitive Radio Networks", IEEE Journal of Selected Areas in Communications, special issue on Cognitive Radio Networking and Communications, vol 29, no 4, pp.704-715, April 2011.
  201. B. Wang, Y. Wu, and K.J.R. Liu, "A Anti-Jamming Stochastic Game in Cognitive Radio Networks", IEEE Journal of Selected Areas in Communications, special issue on Cognitive Radio Networking and Communications, vol 29, no 4, pp.877-889, April 2011.
  202. N. Goergen, K.J.R. Liu, and T.C. Clancy, "Best-Effort Cooperative Relaying ", IEEE Trans. on Wireless Communications, vol 10, no 6, pp.1833-1843, June 2011.
  203. A.A. El-Sherif and K.J.R. Liu, "Joint Design of Spectrum Sensing and Channel Access in Cognitive Radio Networks ", IEEE Trans. on Wireless Communications , vol 10, no 6, pp.1743-1753, June 2011. .
  204. W. Guan and K.J.R. Liu, "Performance Analysis of Two-Way Relaying with Non-Coherent Differential Modulation", IEEE Trans. on Wireless Communications,vol 10, no 6, pp.2004-2014, June 2011. .
  205. Y. Wu and K.J.R. Liu, "An Information Secrecy Game in Cognitive Radio Networks", IEEE Trans. on Information Forensics and Security , special issue on physical layer security, vol 6, no 3, pp.831-842, Sep 2011.
  206. M.C. Stamm and K.J.R. Liu, "Anti-Forensics for Digital Image Compression", IEEE Trans. on Information Forensics and Security, vol 6, no 3, pp.1050-1065, Sep 2011.
  207. B. Wang, Y. Wu, F. Han, Y.H. Yang, K.J.R. Liu, "Green Wireless Communications: A Time-Reversal Paradigm", IEEE Journal of Selected Areas in Communications , special issue on Energy-Efficient Wireless Communications, vol 29, no 8, pp.1698-1710, Sep 2011.
  208. Z.Z. Gao, H.Q. Lai, and K.J.R. Liu, "Differential Space-Time Network Coding for Multi-Source Cooperative Communications", IEEE Trans. on Communications, vol 59, no 11, pp.3146-3157, Nov 2011.
  209. Z.Z. Gao, Y.H. Yang, and K.J.R. Liu, "Anti-Eavesdropping Space-Time Network Coding for Cooperative Communications", IEEE Trans. on Wireless Communications, vol 10, no 11, pp.3898-3908, Nov 2011.
  210. N. Goergen, W.S. Lin, K.J.R. Liu, and T.C. Clancy, "Extrinsic Channel-Like Fingerprinting Overlays Using Subspace Embedding", IEEE Trans. on Information Forensics and Security , vol 6, no 4, pp.1355-1369, Dec 2011.
  211. N. Goergen, W.S. Lin, K.J.R. Liu, and T.C. Clancy, "Extrinsic Channel-Like Fingerprint Embedding for Authenticating MIMO Systems", IEEE Trans. on Wireless Communications, vol 10, no 12, pp.4270-4281, Dec 2011.
  212. Y. Wu, B. Wang, K.J.R. Liu, and T.C. Clancy, "Anti-Jamming Games in Multi-Channel Cognitive Radio Networks", IEEE Journal of Selected Areas in Communications , special issue on game theory in wireless communications, vol 30, no 1, pp.4-15, Jan 2012.
  213. Y. Chen and K.J.R. Liu, "Understanding Microeconomic Behaviors in Social Networking: An Engineering View", IEEE Signal Processing Magazine, vol 29, no 2, pp.53-64, March 2012.
  214. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Game-Theoretic Pricing for Video Streaming in Mobile Networks", IEEE Trans. on Image Processing, vol 21, no 5, pp.2667-2680, May 2012.
  215. H.V. Zhao, W.S. Lin, and K.J.R. Liu, "Cooperation and Coalition in Multimedia Fingerprinting Colluder Social Networks", IEEE Trans. on Multimedia ,vol 14, no 3, pp.717-732, June 2012.
  216. M.C. Stamm, W.S. Lin, and K.J.R. Liu, "Temporal Forensics and Anti-Forensics for Motion Compensated Video", IEEE Trans. on Information Forensics and Security, vol 7, no 4, pp.1315-1329, Aug 2012.
  217. L. Xiao, Y. Chen, W.S. Lin, and K.J.R. Liu, "Indirect Reciprocity Security Game for Large-Scale Wireless Networks", IEEE Trans. on Information Forensics and Security, vol 7, no 4, pp.1368-1380, Aug 2012.
  218. F. Han, Y.H. Yang, B. Wang, Y. Wu, and K.J.R. Liu, "Time-Reversal Division Multiple Access over Multi-path Channels", IEEE Trans. on Communications , Vol 60, no 7, pp.1953-1965, July 2012.
  219. A.A. El-Sherif and K.J.R. Liu, "Cooperation in Random Access Networks: Protocol Design and Performance Analysis", IEEE Journal of Selected Areas in Communications, vol 30, no 9, pp.1694 - 1702, Special issue on Cooperative Networking Challenges and Applications, Oct 2012.
  220. W. Guan and K.J.R. Liu, "Mitigating Error Propagation for Wireless Network Coding," IEEE Trans. on Wireless Communications, vol. 11, no. 10, pp. 3632-3643, Oct 2012.
  221. C.Y. Wang, Y. Chen, and K.J.R. Liu, "Chinese Restaurant Game", IEEE Signal Processing Letters, vol 19, no 12, pp.898 - 901, Dec 2012.
  222. Y. Gao, Y. Chen, and K.J.R. Liu, "Cooperation Stimulation for Multiuser Cooperative Communications Using Indirect Reciprocity Game", IEEE Trans. on Communications, vol 60, no 12, pp.3650 - 3661, Dec 2012.
  223. B.L. Zhang, Y. Chen, K.J.R. Liu, "An Indirect-Reciprocity Reputation Game for Cooperation in Dynamic Spectrum Access Networks", IEEE Trans. on Wireless Communications, vol 11, no 12, pp 4328-4341, Dec 2012.
  224. Y.H. Yang, B. Wang, W.S. Lin, K.J.R. Liu, "Near-Optimal Waveform Design for Sum Rate Optimization in Time-Reversal Multiuser Downlink Systems", IEEE Transactions on Wireless Communications, vol 12, no 1, pp. 346-357, Jan 2013.
  225. C.Y. Wang, Y. Chen, and K.J.R. Liu, "Sequential Chinese Restaurant Game", IEEE Trans. on Signal Processing, vol 61, no 3, pp. 571-584, Feb 2013.
  226. W. Guan and K.J.R. Liu, "Diversity analysis of analog network coding with multi-user interferences", IEEE Trans. on Wireless Communications, vol 12, no 2, pp. 668-679, Feb 2013.
  227. C.X. Jiang, Y. Chen, K.J.R. Liu, and Y. Ren, "Renewal-Theoretical Dynamic Spectrum Access in Cognitive Radio Networks with Unknown Primary Behavior", IEEE Journal of Selected Areas in Communications, vol 31, no 3, pp 406-416, March 2013.
  228. W. Guan and K.J.R. Liu, "Diversity Analysis of Non-Coherent Wireless Network Coding", IEEE Trans. on Wireless Communications, vol 12, no 4, pp. 1800-1811, April 2013.
  229. M.C. Stamm, M. Wu, and K.J.R. Liu, "Information Forensics: An Overview of the First Decade", IEEE Access, vol 1, pp. 167-200, May 2013 (invited paper).
  230. C.X. Jiang, Y. Chen, Y. Gao and K.J.R. Liu, "Joint Spectrum Sensing and Access Evolutionary Game in Cognitive Radio Networks", IEEE Trans. on Wireless Communications, vol 12, no 5, pp.2470-2483, May 2013.
  231. J.H. Myung, Y. Chen, K.J.R. Liu, J.H. Kang, "Non-Cooperative Feedback Control Game for Secondary Transmitter in Cognitive Radio Network", IEEE Signal Processing Letters, vol 20, no 6, pp.571-574, June 2013.
  232. F. Han, Z. Safar, and K.J.R. Liu, "Energy-Efficient Base-Station Cooperative Operation with Guaranteed QoS", IEEE Trans. on Communications, vol 61, no 8, pp.3505-3517, Aug 2013.
  233. X.G. Kang, M.C. Stamm, A.J. Peng, and K.J.R. Liu, "Robust Median Filtering Forensics Using An Autoregressive Model", IEEE Trans. on Information Forensics and Security, vol 8, no 9, pp.1456-1468, Sep 2013.
  234. Y. Chen and K.J.R. Liu, "Image Denoising Game", IEEE Trans. on Circuits and Systems for Video Technology, vol 23, no 10, pp1704-1716, Oct 2013.
  235. Y.H. Yang, Y. Chen, C.X. Jiang, C.Y. Wang, and K.J.R. Liu, "Wireless Access Network Selection Game with Negative Network Externality", IEEE Trans. on Wireless Communications, vol 12, no 10, pp5048-5060, Oct 2013.
  236. C.X. Jiang, Y. Chen, and K.J.R. Liu, " Distributed Adaptive Networks: A Graphical Evolutionary Game-Theoretic View", IEEE Trans. on Signal Processing, vol 61, no 22, pp.5675-5688, Nov 2013.
  237. Y. Chen, Y.H. Yang, F. Han, and K.J.R. Liu, "Time-Reversal Wideband Communications", IEEE Signal Processing Letters, vol 20, no 12, pp.1219-1222, Dec 2013.
  238. H.Q. Lai, Y. Chen, and K.J.R. Liu, "Energy Efficient Cooperative Communications Using Coalition Formation Games", Computer Networks, vol 58, pp.228-238, Jan 2014.
  239. T. Zhou, Y. Chen, and K.J.R. Liu, "Network Formation Games in Cooperative MIMO Interference Systems", IEEE Trans. on Wireless Communications, vol 13, no 2, pp.1140-1152, Feb 2014.
  240. Y. Chen, F. Han, Y.H. Yang, H. Ma, Y. Han, C.X. Jiang, H.Q. Lai, D. Claffey, Z. Safar, and K.J.R. Liu, "Time-Reversal Wireless Paradigm for Green Internet of Things: An Overview", IEEE Internet of Things Journal, vol 1, no 1, pp.81-98, Feb 2014.
  241. F. Han and K.J.R. Liu, "A Multiuser TRDMA Uplink System with 2D Parallel Interference Cancellation", IEEE Trans. on Communications, vol 62, no 3, pp.1011-1022, Mar 2014.
  242. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Multi-Channel Sensing and Access Game: Bayesian Social Learning with Negative Network Externality", IEEE Trans. on Wireless Communications, vol 13, no 4, pp.2176-2188, Apr 2014.
  243. C.X. Jiang, Y. Chen, Y.H. Yang, C.Y. Wang, and K.J.R. Liu, "Dynamic Chinese Restaurant Game: Theory and Application to Cognitive Radio Networks", IEEE Trans. on Wireless Communications, vol 13, no 4, pp.1960-1973, Apr 2014.
  244. H. Ma, Y.H. Yang, Y. Chen, K.J.R. Liu, and Q. Wang, "Distributed State Estimation with Dimension Reduction Preprocessing", IEEE Trans. on Signal Processing, vol 62, no 12, pp.3098-3110, June 2014.
  245. C.X. Jiang, Y. Chen, and K.J.R. Liu, "On the Equivalence of Evolutionary Stable Strategies", IEEE Communications Letters, vol 18, no 6, pp.995-998, June 2014.
  246. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Graphical Evolutionary Game for Information Diffusion Over Social Networks", special issue on Signal Processing for Social Networks, IEEE Journal of Selected Topics in Signal Processing, vol 8, no 4, pp.524 - 536, Aug 2014.
  247. C.X. Jiang, Y. Chen, K.J.R. Liu, and Y. Ren, "Optimal Pricing Strategy for Operators in Cognitive Femtocell Networks", IEEE Transactions on Wireless Communications, vol 13, no 9, pp.5288-5301, Sep 2014.
  248. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Evolutionary Dynamics of Information Diffusion over Social Networks", IEEE Trans. on Signal Processing, vol 62, no 17, pp.4573-4586, Sep 2014.
  249. Y. Chen, W.S. Lin, F. Han, Y.H. Yang, Z. Safar, and K.J.R. Liu, "Incentive Compatible Demand Response Games for Distributed Load Prediction in Smart Grids", APSIPA Transactions on Signal and Information Processing (invited paper), vol 3, DOI:10.1017/ATSIP.2014.8, Sep 2014.
  250. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Data-Driven Optimal Throughput Analysis for Route Selection in Cognitive Vehicular Network", IEEE Journal on Selected Areas in Communications, vol 32, no 11, pp.2148-2162, Nov 2014.
  251. W. Guan and K.J.R. Liu, "Two-Way Network-Coded Relaying With Delay Constraint", IEEE Transactions on Wireless Communications, vol 14, no 1, pp.191-204, Jan 2015.
  252. Y. Gao, Y. Chen, and K.J.R. Liu, "On Cost-Effective Incentive Mechanisms in Microtask Crowdsourcing", IEEE Transactions on Computational Intelligence and AI in Games, vol 7, no 1, pp.3-15, March 2015.
  253. X.Y. Chu, Y. Chen, M.C. Stamm, and K.J.R. Liu, "On Anti-Forensic Concealability with Rate-Distortion Tradeoff", IEEE Trans. on Image Processing, vol 24, no 3, pp.1087-1100, March 2015.
  254. X.Y. Cao, Y. Chen, and K.J.R. Liu, "Cognitive Radio Networks with Heterogeneous Users: How to Procure and Price the Spectrum?", IEEE Trans. on Wireless Communications, vol 14, no 3, pp.1676 - 1688, March 2015.
  255. C.X. Jiang, Y. Chen, Y. Gao, and K.J.R. Liu, "Indian Buffet Game with Negative Network Externality and Non-Bayesian Social Learning", IEEE Transactions on Systems, Man and Cybernetics: Systems, vol 45, no 4, pp.609 - 623, April 2015.
  256. Z.H. Wu, Y. Han, Y. Chen, and K.J.R. Liu, "A Time-Reversal Paradigm for Indoor Positioning System", IEEE Transactions on Vehicular Technology, vol 64, no 4, pp.1331-1339, special section on Indoor localization, tracking, and mapping with heterogeneous technologies, April 2015.
  257. T. Zhou, Y. Chen, C.X. Jiang, and K.J.R. Liu, "Pricing Game for Time Mute in Femto-Macro Co-existent Networks", IEEE Trans. on Wireless Communications, vol 14, no 4, pp.2118 - 2130, April 2015.
  258. C.X. Jiang, Y. Chen and K.J.R. Liu, "Nano-Scale Molecular Communication Networks: A Game-Theoretic Perspective", EURASIP Journal on Advances in Signal Processing, 2015:5, DOI 10.1186/s13634-014-0188-4.
  259. Y.C. Wang and K.J.R. Liu, "Statistical Delay QoS Protection for Primary Users in Cooperative Cognitive Radio Networks", IEEE Communications Letters, vol 19, no 5, pp.835-838, May 2015.
  260. C.Y. Wang, Y. Chen, H.Y. Wei, and K.J.R. Liu, "Scalable Video Multicasting: A Stochastic Game Approach with Optimal Pricing", IEEE Trans. on Wireless Communications, vol 14, no 5, pp.2353-2367, May 2015.
  261. C.X. Jiang, Y. Chen, K.J.R. Liu, and Y. Ren, "Network Economics in Cognitive Networks", IEEE Communications Magazine, vol 53, no 5, pp.75 - 81, May 2015.
  262. C.X. Jiang, Y. Chen, Y. Ren and K.J.R. Liu, "Maximizing Network Capacity with Optimal Source Selection: A Network Science Perspective", IEEE Signal Processing Letters, vol 22, no 7, pp.938-942, July 2015.
  263. X.Y. Chu, M.C. Stamm, and K.J.R. Liu, "Compressive Sensing Forensics", IEEE Trans. on Information Forensics and Security, vol 10, no 7, pp.1416 - 1431, July 2015.
  264. Y. Gao, Y. Chen, and K.J.R. Liu, "Understanding Sequential User Behavior in Social Computing: to Answer or to Vote?", IEEE Trans. on Network Science, vol 2, no 3, pp.112 - 126, July 2015.
  265. M.L. Ku, Y. Chen, and K.J.R. Liu, "Data-Driven Stochastic Transmission Policies for Energy Harvesting Sensor Communications", IEEE Journal of Selected Areas in Communications, Special Issue on Wireless Communications Powered by Energy Harvesting and Wireless Energy Transfer, vol 33, no 8, pp.1505 - 1520, Aug 2015.
  266. S. Wei, W. Guan, and K.J.R. Liu, "Power Scheduling for Energy Harvesting Wireless Communications with Battery Capacity Constraint", IEEE Trans. on Wireless Communications, vol 14, no 8, pp.4640 - 4653, Aug 2015.
  267. L. Xu, C.X. Jiang, Y. Chen, Y. Ren, and K.J.R. Liu, "Privacy or Utility in Data Collection? A Contract Theoretic Approach", IEEE Journal of Selected Topics in Signal Processing, special issue on Signal and Information Processing for Privacy, vol 9, no 7, pp.1256 - 1269, Oct 2015.
  268. W. Li, M.L. Ku, Y. Chen, and K.J.R. Liu, "On Outage Probability for Stochastic Energy Harvesting Communications in Fading Channels", IEEE Signal Processing Letters, vol 22, no 11, pp.1893 - 1897, Nov 2015.
  269. B.L. Zhang, Y. Chen, C.Y. Wang, and K.J.R. Liu, "A Chinese Restaurant Game for Learning and Decision Making in Cognitive Radio Networks", Computer Networks, vol 91, pp.117-134, Nov 2015.
  270. M.L. Ku, W. Li, Y. Chen, and K.J.R. Liu, "On Energy Harvesting Gain and Diversity Analysis in Cooperative Communications", IEEE Journal on Selected Areas in Communications, vol 33, no 12, pp.2641 - 2657, Dec 2015.
  271. Q.Y. Xu, Y. Chen, and K.J.R. Liu, "Combating Strong-Weak Spatial-Temporal Resonances in Time-Reversal Uplinks", IEEE Trans. on Wireless Communications, vol 15, no 1, pp.568 - 580, Jan 2016.
  272. Y.H. Yang, Y. Chen, C.X. Jiang, and K.J.R. Liu, "Wireless Network Association Game with Data-Driven Statistical Modeling", IEEE Trans. on Wireless Communications, vol 15, no 1, pp.512 - 524, Jan 2016.
  273. Y. Chen, C.X. Jiang, C.Y. Wang, Y. Gao, and K.J.R. Liu, "Decision Learning: Data Analytic Learning with Strategic Decision Making", IEEE Signal Processing Magazine, vol 33, no 1, pp.37-56, Jan 2016.
  274. Y. Chen, B.B. Wang, Y. Han, H.Q. Lai, Z. Safar, and K.J.R. Liu, "Why Time-Reversal for Future 5G Wireless?", IEEE Signal Processing Magazine, vol 33, no 2, pp.17-24, March 2016.
  275. X.Y. Chu, Y. Chen, M.C. Stamm, and K.J.R. Liu, "Information Theoretical Limit of Media Forensics: The Forensicability", IEEE Trans. on Information Forensics and Security, vol 11, no 4, pp.774 - 788, April 2016.
  276. X.Y. Chu, Y. Chen, and K.J.R. Liu, "Detectability of the Order of Operations: An Information Theoretic Approach", IEEE Trans. on Information Forensics and Security, vol 11, no 4, pp.823 - 836 , April 2016.
  277. H. Lu, Y.C. Wang, Y. Chen, and K.J.R. Liu, "Stable Throughput Region and Admission Control for Device-to-Device Cellular Coexisting Networks", IEEE Trans. on Wireless Communications, vol 15, no 4, pp.2809-2824, April 2016.
  278. H. Ma, B.B. Wang, Y. Chen, and K.J.R. Liu, "Time-Reversal Tunneling Effect for Cloud Radio Access Network", IEEE Trans. on Wireless Communications, vol 15, no 4, pp.3030-3043, April 2016.
  279. X.Y. Cao, Y. Chen, and K.J.R. Liu, "A Data Analytic Approach to Quantifying Scientific Impact", Journal of Informetrics, vol 10, no 2, pp.471-484, May 2016.
  280. M.L. Ku, W. Li, Y. Chen, and K.J.R. Liu, "Advances in Energy Harvesting Communications: Past, Present, and Future Challenges", IEEE Communications Surveys and Tutorials, vol 18, no 2, pp.1384 - 1412, May 2016.
  281. Y.H. Yang and K.J.R. Liu, "Waveform Design with Interference Pre-Cancellation Beyond Time-Reversal Systems", IEEE Trans. on Wireless Communications, vol 15, no 5, pp.3643 - 3654, May 2016.
  282. W. Li, M.L. Ku, Y. Chen, and K.J.R. Liu, "On Outage Probability for Two-Way Relay Networks with Stochastic Energy Harvesting", IEEE Trans. on Communications, vol 64, no 5, pp.1901 - 1915, May 2016.
  283. Y. Han, Y. Chen, B.B. Wang, and K.J.R. Liu, "Time-Reversal Massive Multipath Effect: A Single-Antenna "Massive MIMO" Solution", IEEE Trans. on Communications, vol 64, no 8, pp. 3382-3394, Aug 2016.
  284. M.L. Ku, Y. Han, H.Q. Lai, Y. Chen, and K.J.R. Liu, "Power Waveforming: Wireless Power Transfer Beyond Time-Reversal", IEEE Trans. on Signal Processing, vol 64, no 22, pp.5819-5834, Nov 2016.
  285. C. Chen, Y. Han, Y. Chen, and K.J.R. Liu, "Indoor Global Positioning System with Centimeter Accuracy Using Wi-Fi", IEEE Signal Processing Magazine, vol 33, no 6, pp.128-134, Nov 2016.
  286. X.Y. Cao, Y. Chen, C.X. Jiang, and K.J.R. Liu, "Evolutionary Information Diffusion over Heterogeneous Social Networks", IEEE Trans. on Signal and Information Processing over Networks, vol 2, no 4, pp.595-610, Dec 2016.
  287. Y. Han, Y. Chen, B.B. Wang, and K.J.R. Liu, "Enabling Heterogeneous Connectivity in Internet of Things: A Time-Reversal Approach", IEEE Internet of Things Journal, vol 3, no 6, pp. 1036-1047, Dec 2016.
  288. C. Chen, Y. Chen, Y. Han, H.Q. Lai, and K.J.R. Liu, "Achieving Centimeter Accuracy Indoor Localization on WiFi Platforms: A Frequency Hopping Approach", IEEE Internet of Things Journal, vol 4, no 1, pp. 111-121, Feb 2017.
  289. C. Chen, Y. Chen, Y. Han, H.Q. Lai, F. Zhang, and K.J.R. Liu, "Achieving Centimeter Accuracy Indoor Localization on WiFi Platforms: An Multi-Antenna Approach", IEEE Internet of Things Journal, vol 4, no 1, pp. 122-134, Feb 2017.
  290. X.Y. Cao, Y. Chen, and K.J.R. Liu, "Understanding Popularity Dynamics: Decision-Making with Long-Term Incentives", IEEE Trans. on Signal and Information Processing over Networks, vol 3, no 1, pp. 91-103, Mar 2017.
  291. Q.Y. Xu, Y. Chen, B.B. Wang, and K.J.R. Liu, "Radio Biometrics: Human Recognition Through a Wall", IEEE Trans. on Information Forensics and Security, vol 12, no 5, pp.1141 - 1155, May 2017.
  292. X.Y. Cao and K.J.R. Liu, "A Graphical Evolutionary Game Approach to Social Learning", IEEE Signal Processing Letters, vol 24, no 6, pp.765-769, June 2017.
  293. Q.Y. Xu, Y. Chen, B.B. Wang, and K.J.R. Liu, "TRIEDS: Wireless Events Detection Through the Wall", IEEE Internet of Things Journal, vol 4, no 3, pp.723 - 735, June 2017.
  294. X.Y. Cao, Y. Chen, and K.J.R. Liu, "Data Trading with Multiple Owners, Collectors and Users: An Iterative Auction Mechanism", IEEE Trans. on Signal and Information Processing over Networks, special issue on distributed information processing in social networks, vol 3, no 2, pp.268-281, June 2017.
  295. C.Y. Wang, Y. Chen, and K.J.R. Liu, "Hidden Chinese Restaurant Game: Grand Information Extraction for Stochastic Network Learning", IEEE Trans. on Signal and Information Processing over Networks, special issue on distributed information processing in social networks, vol 3, no 2, pp.330-345, June 2017.
  296. Z.H. Wu, B.B. Wang, C.X. Jiang, and K.J.R. Liu, "Downlink MAC Scheduler for 5G Communications with Spatial Focusing Effects", IEEE Trans. on Wireless Communications, vol 16, no 6, pp.3968-3980, June 2017.
  297. C.X. Jiang, B.B. Wang, Y. Han, Z.H. Wu, and K.J.R. Liu, "Exploring Spatial Focusing Effect for Spectrum Sharing and Network Association", IEEE Trans. on Wireless Communications, vol 16, no 7, pp.4216 - 4231, July 2017.
  298. K. Xiong, B.B. Wang, and K.J.R. Liu, "Rate-Energy Region of SWIPT for MIMO Broadcasting under Nonlinear Energy Harvesting Model", IEEE Trans. on Wireless Communications, vol 16, no 8, pp.5147 - 5161, Aug 2017.
  299. W. Li, M.L. Ku, Y. Chen, K.J.R. Liu, and S.H. Zhu, "Performance Analysis for Two-Way Network-Coded Dual-Relay Networks with Stochastic Energy Harvesting", IEEE Trans. on Wireless Communications, vol 16, no 9, pp.5747 - 5761, Sep 2017.
  300. K. Xiong, B.B. Wang, C.X. Jiang, and K.J.R. Liu, "A Broad Beamforming Approach for High-Mobility Communications", IEEE Trans. on Vehicular Technology, vol 66, no 11, pp.10546-10550, Nov 2017
  301. X.Y. Cao and K.J.R. Liu, "Decentralized Sparse Multitask RLS over Networks", IEEE Trans. on Signal Processing, vol 65, no 23, pp.6217 - 6232, Dec 2017.
  302. M.L. Ku, Y. Han, B.B. Wang, and K.J.R. Liu, "Joint Power Waveforming and Beamforming for Wireless Power Transfer", IEEE Transactions on Signal Processing, vol 65, no 24, pp. 6409-6422, Dec 2017.
  303. H. Ma, B.B. Wang, Y. Chen, and K.J.R. Liu, "Waveforming Optimization for Time-Reversal Cloud Radio Access Networks", IEEE Trans. on Communications, vol 66, no 1, pp.382 - 393, Jan 2018.
  304. C. Chen, B.B. Wang, Y. Han, Y. Chen, F. Zhang, H.Q. Lai, and K.J.R. Liu, "TR-BREATH: Time-Reversal Breathing Rate Estimation and Detection", IEEE Trans. on Biomedical Engineering, vol 65, no 3, pp.489 - 501, March 2018.
  305. Q.Y. Xu, C.X. Jiang, Y. Han, B.B. Wang, and K.J.R. Liu, "Waveforming: An Overview with Beamforming", IEEE Communications Surveys and Tutorials, vol 20, no 1, pp.132-149, Q1 2018.
  306. Q.Y. Xu, Z. Safar, Y. Han, B.B. Wang, K.J.R. Liu, "Statistical Learning over Time-Reversal Space for Indoor Monitoring System", IEEE Internet of Things Journal, vol 5, no 2, 970 - 983, April 2018.
  307. C.Y. Wang, Y. Chen, and K.J.R. Liu, "Game-Theoretic Cross Social Media Analytic: How Yelp Ratings Affect Deal Selection on Groupon?", IEEE Trans. Knowledge and Data Engineering, vol 30, no 5, pp.908 - 921, May 2018.
  308. B.B Wang, Q.Y. Xu, C.Chen, F. Zhang, and K.J.R. Liu, "The Promise of Radio Analytics: A Future Paradigm for Wireless Positioning, Tracking, and Sensing", IEEE Signal Processing Magazine, vol 35, no 3, pp.59-80, May 2018.
  309. C. Chen, Y. Chen, H.Q. Lai, and K.J.R. Liu, "High Resolution Carrier Frequency Offset Estimation in Time-Reversal Wideband Communications", IEEE Trans. on Communications, vol 66, no 5, pp.2191 - 2205, May 2018.
  310. F. Zhang, C. Chen, B.B. Wang, and K.J.R. Liu, "WiSpeed: A Statistical Electromagnetic Approach for Device-Free Indoor Speed Estimation", IEEE Internet of Things Journal, vol 5, no 3, pp.2163 - 2177, June 2018.
  311. X.Y. Cao and K.J.R. Liu, "Distributed Linearized ADMM for Network Cost Minimization", IEEE Trans. on Signal and Information Processing over Networks, vol 4, no 3, pp.626-638, Sep 2018.
  312. C.X. Jiang, Y. Chen, Q. Wang, and K.J.R. Liu, "Data-Driven Auction Mechanism Design in IaaS Cloud Computing", IEEE Transactions on Services Computing, special issue of Cloud Services Meet Big Data, vol 11, no 5, pp. 743 - 756, Sep 2018.
  313. H. Ma, B.B. Wang, and K.J.R. Liu, "Distributed Signal Compressive Quantization and Parallel Interference Cancellation for Cloud Radio Access Network", IEEE Trans. on Communications, vol 66, no 9, pp.4186 - 4198, Sep 2018.
  314. F. Zhang, C. Chen, B.B. Wang, Y. Han, and K.J.R. Liu, "WiBall: A Time-Reversal Focusing Ball Method for Decimeter-Accuracy Indoor Tracking", IEEE Internet of Things Journal, vol 5, no 5, pp.4031-4041, Oct 2018.
  315. L. Xu, C.X. Jiang, Y. Chen, Y. Ren, and K.J.R. Liu, "User Participation in Collaborative Filtering-Based Recommendation Systems: A Game Theoretic Approach", IEEE Trans. on Cybernatics, vol 49, no 4, pp.1339-1352, April 2019.
  316. Q.Y. Xu, Y. Han, B.B. Wang, M. Wu, and K.J.R. Liu, "Indoor Events Monitoring using Channel State Information Time Series", IEEE Internet of Things Journal, vol 6, no 3, pp.4977 - 4990, June 2019.
  317. X.Y. Cao and K.J.R. Liu, "Online Convex Optimization with Time-Varying Constraints and Bandit Feedback", IEEE Trans. on Automatic Control, vol 64, no 7, pp.2665-2680, July 2019.
  318. F. Zhang, C.S. Wu, B.B. Wang, H.Q. Lai, Y. Han, and K.J.R. Liu, "WiDetect: A Statistical Electromagnetic Framework for Robust Presence Detection", Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol 3, no 3, Article 122:1-24, Sep 2019.
  319. Y. Chen, X.Y. Cao, and K.J.R. Liu, "Community Detection in Networks: A Game-Theoretic Framework", EURASIP Journal on Advances in Signal Processing, 2019:60 , 2019.
  320. X.L. Zeng, F. Zhang, B.B. Wang, and K.J.R. Liu, "Radio Frequency Based Direction Sensing using Massive MIMO", IEEE Access, vol 8, pp.26827 - 26838, Jan 2020.
  321. S.D. Regani, Q.Y. Xu, B.B. Wang, M. Wu, and K.J.R. Liu, "Driver Authentication for Smart Car Using Wireless Sensing", IEEE Internet of Things Journal, vol 7, no 3, pp.2235-2246, March 2020.
  322. C.S. Wu, F. Zhang, B.B. Wang, and K.J.R. Liu, "EasiTrack: Decimeter-Level Indoor Tracking with Graph-based Particle Filtering", IEEE Internet of Things Journal, vol 7, no 3, pp.2397-2411, March 2020.
  323. Q.Y. Xu, B.B. Wang, F. Zhang, D.S. Regani, F.Y. Wang, and K.J.R. Liu, "Wireless AI in Smart Car: How Smart a Car Can Be?", IEEE Access, vol 8, no 1, pp.55091-55112, March 2020.
  324. X.Y. Cao and K.J.R. Liu, "Dynamic Sharing Through the ADMM", IEEE Trans. on Automatic Control, vol 65, no 5, pp.2215-2222, May 2020.
  325. F.Y. Wang, F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Respiration Tracking for People Counting and Recognition", IEEE Internet of Things Journal, vol 7, no 6, pp.5233 - 5245, June 2020.
  326. X. Liao, X.S. Zhu, and K.J.R. Liu, "Robust Detection of Image Operator Chain with Two-stream Convolutional Neural Network", IEEE Journal of Selected Topics in Signal Processing, vol 14, no 5, pp.955-968, Aug 2020.
  327. C.S. Wu, F. Zhang, B.B. Wang, and K.J.R. Liu, "mSense: Towards Mobile Material Sensing with a Single Millimeter Radio", Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol 4, no 3, Article 106:1-20, Sep 2020.
  328. F. Zhang, C.S. Wu, B.B. Wang, M. Wu, D. Bugos, H.F. Zhang, and K.J.R. Liu, "SMARS: Sleep Monitoring via Ambient Radio Signals", IEEE Trans. on Mobile Computing, vol 20, no 1, pp.217 - 231, Jan 2021.
  329. F.Y. Wang, F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "ViMo: Multi-person Vital Sign Monitoring using Commodity Millimeter Wave Radio", IEEE Internet of Things Journal, vol 8, no 3, pp.1294-1307, Feb 2021.
  330. X.Y. Cao and K.J.R. Liu, "Distributed Newton's Method for Network Cost Minimization", IEEE Trans. on Automatic Control, vol 66, no 3, pp.1278-1285, March 2021.
  331. F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "mmEye: Super-Resolution Millimeter Wave Imaging", IEEE Internet of Things Journal, vol 8, no 8, pp.6995-7008, April 2021.
  332. C.S. Wu, F. Zhang, Y.Q. Hu, and K.J.R. Liu, "GaitWay: Monitoring and Recognizing Gait Through the Walls", IEEE Trans. on Mobile Computing, vol 20, no 6, pp.2186-2199, June 2021.
  333. X.L. Zeng, F. Zhang, B.B. Wang, and K.J.R. Liu, "Massive MIMO for Centimeter Accuracy Target Localization and Speed Estimation", IEEE Internet of Things Journal, vol 8, no 12, pp.10131-10145, June 2021.
  334. S.D. Regani, C.S. Wu, B.B. Wang, M. Wu, and K.J.R. Liu, "mmWrite: Passive Handwriting Tracking using a Single Millimeter Wave Radio", to appear, IEEE Internet of Things Journal.
  335. F.Y. Wang, X.L. Zeng, C.S. Wu, B.B. Wang, and K.J.R. Liu, "mmHRV: Contactless Heart Rate Variability Monitoring using Millimeter-Wave Radio", to appear, IEEE Internet of Things Journal.
  336. Y.S. Fan, C.S. Wu, F. Zhang, B.B. Wang, and K.J.R. Liu, "RF-based Indoor Moving Direction Estimation using a Single Access Point", to appear, IEEE Internet of Things Journal.
  337. Y.Q. Hu, C.S. Wu, B.B. Wang, and K.J.R. Liu, "mmKey: Universal Virtual Keyboard using A Single Millimeter Wave Radio", to appear, IEEE Internet of Things Journal.
  338. M.Z. Ozturk, C.S. Wu, B.B. Wang, and K.J.R. Liu, "GaitCube: Deep Data Cube Learning for Human Recognition with Millimeter-Wave Radio", to appear, IEEE Internet of Things Journal.

Publications in Refereed Conferences

  1. K.J.R. Liu and K. Yao, "On Uniform One-Chip VLSI Design Considerations for Some Discrete Orthogonal Transforms", Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) pp.2136-2139, New York, April 1988.
  2. K.J.R. Liu and K. Yao, "A Systematic Approach to Bit Recursive Systolic Array Design", Proc. IEEE International Conference on Systolic Array, pp.685-694, San Diego, May 1988.
  3. S.F. Hsieh, K.J.R. Liu, and K. Yao, "A Fast and Effective Algorithm for Sinusoidal Frequency Estimation", IEEE Int'l Symposium on Information Theory, San Diego, Jan. 1990.
  4. K.J.R. Liu and K. Yao, "Spectral Decomposition via Systolic Triarray Based on QR Iteration", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.1017-1020, Albuquerque, April 1990.
  5. S.F. Hsieh, K.J.R. Liu, and K. Yao, "Applications of Truncated QR Methods to Sinusoidal Frequency Estimation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.2571-2574, Albuquerque, April 1990.
  6. K.J.R. Liu, S.F. Hsieh, and K. Yao, "Recursive LS Filtering Using Block Householder Transformation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp. 1631-1634, Albuquerque, April 1990.
  7. K.J.R. Liu, "Dynamic Range for Finite-Precision QRD LS Algorithm and Its Stability", Proc. IEEE Int'l Sym. Circuits and Systems (ISCAS), pp.3142-3145, New Orleans, May 1990.
  8. S.F. Hsieh, K.J.R. Liu, and K. Yao, "Comparisons of Truncated QR and SVD Methods for Sinusoidal Frequency Estimation", Proc. The second Int'l Workshop on SVD and Signal Processing, pp.182-188, Kingston, June 1990.
  9. K.J.R. Liu and K. Yao, "Multi-Phase Systolic Architectures for Spectral Decomposition", Proc. Int'l Conf. on Parallel Processing, pp. I-123-I-126, August, 1990.
  10. K.J.R. Liu, S.F. Hsieh, and K. Yao, "Performance Comparisons of Parallel SVD in VLSI Array Processors", in VLSI Signal Processing IV, Ed. Moscovitz, Yao, and Jain, pp.135-146, IEEE Press, 1990.
  11. C.F.T. Tang, K.J.R. Liu, and S.A. Tretter, "A VLSI Algorithm and Architecture for RCLS Adaptive Beamforming", Proc. 25th Int'l Conf. on Information Sciences and Systems, pp.862-867, Baltimore, March 1991.
  12. C.F.T. Tang, K.J.R. Liu, and S.A. Tretter, "On Systolic Array for Recursive Complex Householder Transformation with Applications to Array Processing", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.1033-1036, Toronto, Canada, May 1991.
  13. S.F. Hsieh and K.J.R. Liu, "A Residual-Based Selective Window for Robust Recursive Least-Squares Estimation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.1009-1012, Toronto, Canada, May 1991.
  14. S.F. Hsieh, K.J.R. Liu and K. Yao, "A Unified Sqrt-Free Rank-1 Up/Downdating Approach for Recursive Least-Squares Problems", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.1017-1020, Toronto, Canada, May 1991.
  15. K.J.R. Liu and S.F. Hsieh, "Fast Toeplitz-Hankel Orthogonalization for High-Resolution Spectral Estimation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.2249-2252, Toronto, Canada, May 1991.
  16. S.F. Hsieh, K.J.R. Liu and K. Yao, "Fast Planar Rotations for Recursive Least Squares Filtering on Systolic Arrays", Int'l Symp. on Information Theory, June 1991.
  17. K.J.R. Liu and C.T. Chiu, "A Time-Recursive DCT and DST Parallel Lattice Structure for VLSI Implementation", Proc. Seventh Multidimensional Signal Processing Workshop, 10.2, Lake Placid, September 1991.
  18. C.F.T. Tang and K.J.R. Liu, "A Novel Systolic Array Processor for MVDR Beamforming", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.IV-477-480, San Francisco, March 1992.
  19. C.T. Chiu and K.J.R. Liu, "Real-Time Recursive Two-Dimensional DCT for HDTV Systems", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.III-205-208, San Francisco, March 1992.
  20. K.J.R. Liu and C.T. Chiu, "Unified VLSI Architectures for Discrete Sinusoidal Transforms", IEEE 35th Midwest Conference on Circuits and Systems, Special Session on VLSI for DSP, pp.286-298, Washington D.C., Aug. 1992, (invited paper).
  21. K.J.R. Liu and E. Frantzeskakis, "QRD-Based Square Root and Division Free Algorithms and Architectures", in VLSI Signal Processing V, Ed. Yao, Jain, Przytula, and Rabaey, pp.459-468, IEEE Press, 1992.
  22. C.T. Chiu, R. Kolagotia, K.J.R. Liu and J. JaJa, "VLSI Implementation of Real-Time Parallel DCT/DST Lattice Structure for Video Communications", in VLSI Signal Processing V, Ed. Yao, Jain, Przytula, and Rabaey, pp.101-110, IEEE Press, 1992.
  23. A.Y. Wu and K.J.R. Liu, "A Universal Fast Algorithm and Architecture for Nonstructured RLS Filtering", Proc. The 27th Annual Conf. on Information Sciences and Systems, John Hopkins University, pp.235-240, March 1993.
  24. K.J.R. Liu, C.T. Chiu, R. Kolagotla, and J. JaJa, "Optimal VLSI Architectures for Time-Recursive Multidimensional Discrete Sinusoidal Transforms", Proc. The 27th Annual Conf. on Information Sciences and Systems, John Hopkins University, pp.438-443, March 1993.
  25. E. Frantzeskakis, J. Baras, and K.J.R. Liu, "Time-Recursive Architectures and Wavelet Transforms", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.I-445-448, Minneapolis, April 1993.
  26. K.J.R. Liu, C.T. Chiu, R. Kolagotla, and J. JaJa, "Optimal Unified IIR Architectures for Time-Recursive Discrete Sinusoidal Transforms", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.III-73-76, Minneapolis, April 1993.
  27. K.J.R. Liu, D.P. O'Leary, G.W. Stewart, and Y.-J.J. Wu "An Adaptive ESPRIT Based on URV Decomposition", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.IV-37-40, Minneapolis, April 1993.
  28. K.J.R. Liu and A.Y. Wu, "A Reduced-Complexity 2-D Adaptive Filtering Architecture Based on McClellan Transformation", Proc. IEEE Int'l Sym. Circuits and Systems (ISCAS), pp.1999-2002, Chicago, May 1993.
  29. E. Frantzeskakis, J. Baras, and K.J.R. Liu, "Time-Recursive Computation and Real-Time Parallel Architectures with Application on The Modulated Lapped Transform", Proc. SPIE Advanced Signal Processing Algorithms, Architectures, and Implementations IV, pp. 100-111, San Diego, July 1993.
  30. E. Frantzeskakis, J. Baras, and K.J.R. Liu, "An Architectural Framework for Parallel Time-Recursive Computation", Proc. 4th Conference on Informatics, Vol. I, pp. 489-500, Athens, Greece, Oct. 1993.
  31. E. Frantzeskakis and K.J.R. Liu, "On The Systolic Computation of QRD-RLS and QRD-CRLS", Proc. 4th Conference on Informatics, Vol.I, pp.463-474, Athens, Greece, Oct. 1993.
  32. H. Wang and K.J.R. Liu, "DOA Estimation of Coherent Signals Using Arrays With Arbitrary Geometry", Proc. 28th Annual Conf. on Information Sciences and Systems, pp.172-177, Princeton, March 1994.
  33. H. Wang, K.J.R. Liu, and H. Anderson, "Spatial Smoothing for Array with Arbitrary Geometry", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.IV-509-512, Adelaide, Australia, April 1994.
  34. A.Y. Wu and K.J.R. Liu, "A Low-Power and Low-Complexity DCT/IDCT VLSI Architecture Based On Backward Chebyshev Recursion", Proc. IEEE Int'l Sym. Circuits and Systems (ISCAS), pp.155-158, London, May 1994.
  35. U.V. Koc and K.J.R. Liu, "Low-Complexity Motion Estimation Scheme Utilizing Sinusoidal Orthogonal Principle", Proc. IEEE Workshop on Visual Signal Processing and Communications, pp.57-62, New Brunswick, Sep. 1994.
  36. K.J.R. Liu and A.-Y. Wu, "Algorithms and Architectures for Split Recursive Least Squares", in VLSI Signal Processing VII, Ed. Rabaey, Chau, and Eldon, pp.460-469, IEEE Press, 1994.
  37. V. Srinivasan and K.J.R. Liu, "Full Custom VLSI Implementation of High-Speed 2-D DCT/ IDCT Chip", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp.III-606-610, Austin, Nov. 1994.
  38. U.V. Koc and K.J.R. Liu, "Discrete-Cosine/Sine-Transform Based Motion Estimation", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp.III-771-775, Austin, Nov. 1994.
  39. Y. Li, K.J.R. Liu, and J. Razavilar, "Improved Parameter Estimation Schemes for Damped Sinusoidal Signal", Proc. of 29th Annual Conf. on Information Sciences and Systems, pp. 786-791, John Hopkins University, March 1995.
  40. A. Raghupathy, U.V. Koc, and K.J.R. Liu, "A Wavefront Array for URV Decomposition Updating", Proc. IEEE Int'l Sym. Circuits and Systems (ISCAS), pp.553-556, Seattle, April 1995.
  41. A.Y. Wu and K.J.R. Liu, "Algorithm-Based Low-Power Transform Coding Architectures", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.V.3267-3270, Detroit, May 1995.
  42. J. Razavilar, Y. Li, and K.J.R. Liu, "Parameter Estimation of NMR Spectroscopy Using Matrix Pencil", Proceedings of IEEE Engineering in Medicine and Biology 17th Annual Conference (EMBC), pp. 493-494, Montreal, Canada, Sep. 1995.
  43. Y. Li, J. Razavilar, and K.J.R. Liu, "DMUSIC Algorithm for 2D NMR Signals", Proceedings of IEEE Engineering in Medicine and Biology 17th Annual Conference (EMBC), pp. 477-478, Montreal, Canada, Sep. 1995.
  44. A.Y. Wu, K.J.R. Liu, Z. Zhang, K. Nakajima, S.C. Liu, and A. Raghupathy, "Algorithm-Based Low-Power DSP System Design: Methodology and Verification", in VLSI Signal Processing VIII, Ed. Nishitani and Parhi, pp. 277-286, IEEE Press, 1995.
  45. U.V. Koc and K.J.R. Liu, "Adaptive Overlapping Approach for DCT-Based Motion Estimation", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. I-223-226, Washington DC, Oct. 1995.
  46. F. Rashid-Farrokhi, K.J.R. Liu, C. Berenstein, and D. Walnut, "Localized Wavelet Based Computerized Tomography", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. II-445-448, Washington DC, Oct. 1995.
  47. A.Y. Wu, K.J.R. Liu, A. Raghupathy, and S.C. Liu, "Parallel Programmable Video Co-Processor Design", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. I-61-64, Washington DC, Oct. 1995.
  48. U.V. Koc and K.J.R. Liu, "Subpixal Motion Estimation in DCT Domain", Proc. SPIE Int'l Symposium on Visual Communications and Image Processing, pp.332-343, Orlando, March 1996.
  49. Y. Li and K.J.R. Liu, "On Blind MIMO Channel Identification Using Second Order Statistics", Proc. 30th Annual Conf. on Information Sciences and Systems, pp.1166-1171, Princeton March 1996.
  50. Y. Li, K.J.R. Liu, and Z. Ding, "Intrinsic Properties of Local Minima for Unconstrained Blind Equalizers", Proc. 30th Annual Conf. on Information Sciences and Systems, pp.906-911, Princeton March 1996.
  51. H. Wang and K.J.R. Liu, "A Fast Tracking Adaptive Array System for Mobile Communications", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp. V-2682-2685, Atlanta, May 1996.
  52. U.V. Koc and K.J.R. Liu, "DCT-Based Subpixal Motion Estimation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp. IV-1931-1934, Atlanta, May 1996.
  53. J. Razavilar, Y. Li, and K.J.R. Liu, " Spectral Estimation Based on Structured Low Rank Matrix Pencil", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp. V-2503-2506, Atlanta, May 1996.
  54. A.Y. Wu, K.J.R. Liu, Z. Zhang, K. Nakajima, and A. Raghupathy, "Low-Power Design for DSP Systems Using Multirate Approach", Proc. Proc. IEEE Int'l Sym. Circuits and Systems (ISCAS), IV.292-295, Atlanta, May 1996.
  55. H. Wang and K.J.R. Liu, "Diversity Combining with Novel Fixed-Delay M-Decoder for Fast Time-Varying Fading Channel", Proc. IEEE Int'l Conference on Communications (ICC), pp.1204-1208, Dallas, June 1996.
  56. B. Sampath, Y. Li, and K.J.R. Liu, "A Subspace Based Blind Identification and Equalization Algorithm", Proc. IEEE Int'l Conference on Communications (ICC), pp. 1010-1014, Dallas, June 1996.
  57. Y. Li and K.J.R. Liu, "On Blind Equalization of MIMO Channels", Proc. IEEE Int'l Conference on Communications (ICC), pp. 1020-1024, Dallas, June 1996.
  58. Y. Li and K.J.R. Liu, "Learning Characteristics for A General Class of Adaptive Blind Equalizers", Proc. IEEE Int'l Conference on Communications (ICC), pp. 1000-1004, Dallas, June 1996.
  59. F. Rashid-Farrokhi, K.J.R. Liu, and C. Berenstein, "Local Tomography in Fan-beam Geometry using Wavelets", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. II-709-712, Oct, 1996.
  60. H. Li, K.J.R. Liu, and S.B. Lo, "Enhancement of Microcalcifications on Mammograms Using a Fractal Modeling Approach", Proc. IEEE Engineering in Medicine and Biology Conference (EMBC), pp. 147-148, Amsterdam, Oct. 1996.
  61. H. Li, K.J.R. Liu, Y. Wang, and S.B. Lo, "Nonlinear Filtering Enhancement and Histogram Modeling Segmentation of Masses for Digital Mammograms", Proc. IEEE Engineering in Medicine and Biology Conference (EMBC), pp. 145-146, Amsterdam, Oct. 1996.
  62. Y. Li and K.J.R. Liu, "Blind Identification and Equalization for Multiple-Input/Multiple-Output Channels", Proc. IEEE GLOBECOM, pp. III-1789-1793, London, Nov, 1996.
  63. F. Rashid-Farrokhi, L. Tassiulas, and K.J.R. Liu, "Joint Power Control and Beamforming for Capacity Improvement in Wireless Networks", Proc. IEEE GLOBECOM, pp. I-555-559, London, Nov, 1996.
  64. H. Li, K.J.R. Liu, and S.B. Lo, "Fractal Modeling of Mammograms and Enhancement of Microcalcifications", Proc. IEEE Medical Imaging Conference, pp. 1850-1854, Anaheim, Nov. 1996.
  65. H. Li, K.J.R. Liu, Y. Wang, and S.B. Lo, "Morphological Filtering and Stochastic Modeling-Based Segmentation of Masses on Mammographic Images", Proc. IEEE Medical Imaging Conference, pp. 1792-1796, Anaheim, Nov. 1996.
  66. F. Rashid-Farrokhi, K.J.R. Liu, and L. Tassiulas, "Transmit Beamforming for Cellular Wireless Communication Systems", Proc. of 31th Annual Conference on Information Sciences and Systems, vol. 1, pp. 92-97, March, 1997.
  67. F. Rashid-Farrokhi and K.J.R. Liu, "Throughput Enhancement in Multiple Access Networks Using Antenna Arrays", Proc. of 31th Annual Conference on Information Sciences and Systems, vol. 1, pp. 678-683, March 1997.
  68. Y. Li and K.J.R. Liu, " Blind Adaptive Equalization and Diversity Combining", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp.4041-4044, Munich, Germany, April 1997.
  69. F. Rashid-Farrokhi, K.J.R. Liu, and L. Tassiulas, "Downlink and Uplink Capacity Enhancement in Power Controlled Cellular Systems", Proc. IEEE Int'l Vehicular Technology Conference, pp. 647-651, Phoenix, May, 1997.
  70. A. Raghupathy and K.J.R. Liu, "Low-Power/High-Speed Design of Reed Solomon Decoder", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), Vol.3, pp. 2060-2063, Hong Kong, June 1997.
  71. J. Chen and K.J.R. Liu, "A Complete Pipelined Parallel CORDIC Architecture for Motion Estimation", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), Vol.4, pp. 2801-2804, Hong Kong, June 1997.
  72. P. Hsu, K.J.R. Liu, and T. Chen, "2-D Mesh Motion Compensation with Adaptive Interpolation", Proc. First IEEE International Workshop on Multimedia Signal Processing, pp. 213-218, Princeton, June 23-25, 1997.
  73. Y. Li and K.J.R. Liu, "Blind Identification and Equalization for Wireless Communications Using Antenna Arrays", Proc. SPIE: Advanced Signal Processing, pp.251-262, San Diego, July 1997, (invited paper).
  74. J. Chen and K.J.R. Liu, "A Fully Pipelined Parallel CORDIC Architecture for Half-Pel Motion Estimation", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol 2, pp. 574-577, Santa Barbara, Oct 1997.
  75. H. Li, K.J.R. Liu, S.B. Lo, and Y. Wang, "Stochastic Model and Probabilistic Decision-Based Classifier for Mass Detection in Digital Mammography", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol 3, pp. 539-542, Santa Barbara, Oct 1997.
  76. P. Hsu, K.J.R. Liu, and T. Chen, "An Adaptive Interpolation Scheme for 2-D Mesh Motion Compensation", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol 3, pp. 646-649, Santa Barbara, Oct 1997.
  77. U.V. Koc and K.J.R. Liu, "DCT-Based Subpixel Motion Compensation and Fully DCT-Based Video Coder", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol 3, pp. 598-601, Santa Barbara, Oct 1997.
  78. F. Rashid-Farrokhi, K.J.R. Liu, and L. Tassiulas, "Transmit and Receive Diversity and equalization in Wireless Networks with Fading Channels", Proc. IEEE GLOBECOM, pp. I-555-559, Phoenix, Nov. 1997.
  79. F. Rashid-Farrokhi, K.J.R. Liu, and L. Tassiulas, "Transmit Diversity and Equalization for Power Controlled Wireless Networks", Proc. 31st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, Nov. 1997 (invited paper).
  80. J. Razavilar and K.J.R. Liu, "Blocking Probability of Handoff Calls and Carried Traffic in Wireless Networks with Antenna Arrays", Proc. 31st Asilomar Conference on Signals, Systems, and Computers, pp. 635-639, Pacific Grove, Nov. 1997.
  81. J. Chen and K.J.R. Liu, "Transform Domain Motion Estimation without Macroblock-based Repetitive Padding for MPEG-4 Video", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp.IV-130 -133, Monterey, May 1998.
  82. Y.C. Liang, Y.G. Li, and K.J.R. Liu, " Feasibility of Transmit Diversity for IS-136 TDMA Systems", Proc. of IEEE 48th Annual Vehicular Technology Conference (IEEE VTC), pp. 2321-2324, Ottawa, May 1998.
  83. H. Zheng and K.J.R. Liu, "The Subband Modulation: A Combined Source Coding and Channel Modulation Scheme for Image and Video Transmission", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp.II-132-136, Chicago, Oct 1998.
  84. F. Rashid-Farrokhi and K.J.R. Liu, "Performance Analysis for the Use of Adaptive Beamforming in Wireless Packet Networks", Proc. IEEE GLOBECOM, pp.177-182, Sydney, Nov. 1998.
  85. K. Vissa, F. Rashid-Farrokhi, and K.J.R. Liu, "Combining Blind Equalization and Power Control in Wireless Networks", Proc. 32st Asilomar Conference on Signals, vol. 1, p. 88-91, Systems, and Computers, Pacific Grove, Nov. 1998 (invited paper).
  86. M. Olfat, F. Rashid-Farrokhi, and K.J.R. Liu, "Adaptive Beamforming and Power Allocation for OFDM over Wireless Networks", Proc. 32st Asilomar Conference on Signals, vol. 1, p. 759-63, Systems, and Computers, Pacific Grove, Nov. 1998 (invited paper).
  87. H. Zheng, A. Raghupathy, and K.J.R. Liu, "A New Loading Algorithm for Image Transmitting over Noisy Channel: Combined Source Coding and Multicarrier Modulation Approach", Proc. 32st Asilomar Conference on Signals, Systems, and Computers, pp. 1611-1615, vol. 2, Pacific Grove, Nov. 1998 (invited paper).
  88. H. Zheng and K.J.R. Liu, "Robust H.263 Video Transmission Over Spectrally Shaped Channels using Multicarrier Modulation", IEEE International Workshop on Multimedia Signal Processing, pp. 585-590, Redondo Beach, Dec 7-9, 1998.
  89. H. Zheng and K.J.R. Liu, "A New Loading Algorithm for Subband Coded Image Transmission Using Multicarrier Modulation", Proc. SPIE Visual Communications and Image Processing, pp.3653-20, San Jose, Jan 1999 (invited paper).
  90. X. Wang and K.J.R. Liu, "Joint Channel Estimation and Equalization in Multicarrier Modulation System Using Cyclic Prefix", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), pp2733-2736, Phoenix, March 1999.
  91. W. Trappe and K.J.R. Liu, "Adaptivity in the Lifting Scheme", Conference on Information Sciences and Systems, pp.950-955, Baltimore, March 1999.
  92. H. Zheng and K.J.R. Liu, "A New Loading Algorithm Multimedia Data Transmission Over Spectrally Shaped Channels Using Multicarrier Modulation", Proc. IEEE Int'l Conference on Communications (ICC), vol 3, pp. 1678-1682, Vancouver, May 1999.
  93. M. Olfat, F. Rashid-Farrokhi and K.J.R. Liu, "Adaptive Beamforming and Power Allocation for OFDM Over Wireless Networks", Proc. IEEE Int'l Conference on Communications (ICC), Vol. 1, p. 523-527, Vancouver, May 1999.
  94. J. Razavilar and K.J.R. Liu, "Joint Beamforming and Handoff for Traffic Improvement in Wireless Networks", Proc. IEEE Int'l Conference on Communications (ICC), vol. 1, pp 41-45, Vancouver, May 1999.
  95. J. Razavilar and K.J.R. Liu, "Optimal Rate Control in Wireless Networks with Fading Channels", Proc. of IEEE Vehicular Technology Conference (IEEE VTC), vol. 1, pp 807-811, Houston, May 1999.
  96. A. Raghupathy and K.J.R. Liu, "VLSI Implementation Considerations for Turbo Decoding using low-latency log-MAP", Proc. IEEE Consumer Electronics Conference, pp.182-183, Los Angeles, May 1999.
  97. J. Chen and K.J.R. Liu, "Cost-Effective Low-Power Architectures of Video Coding Systems", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp.I-153 - I-156, Orlando, June 1999.
  98. A. Raghupathy, P. Hsu, K.J.R. Liu, and N. Chandrachoodan, "VLSI Architecture and Design for High Performance Adaptive Video Scaling", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp. IV-390 - IV-393, Orlando, June 1999.
  99. J. Song and K.J.R. Liu, "A Data Embedding Scheme for H.263 Compatible Video Coding", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp.IV-390 - IV-393, Orlando, June 1999.
  100. A. Raghupathy and K.J.R. Liu, "A Transformation for Computational Latency Reduction in Turbo-MAP Decoding", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp.IV-402 - IV-405, Orlando, June 1999.
  101. Y.C. Liang, F.P.S. Chin, and K.J.R. Liu, "Downlink Beamforming for DS-CDMA Mobile Radio with Multimedia Services", Proc. of IEEE 50th Vehicular Technology Conference, pp.17-21, Amsterdam, Sep. 1999.
  102. W. Trappe, H. Zheng, and K.J.R. Liu, "Adaptive Lifting Coding Scheme for Video Scene Changes", Proc. IEEE Multimedia Signal Processing Workshop, pp.321-326, Copenhagen, Denmark, Sep 1999.
  103. H. Zheng and K.J.R. Liu, "Transmitted Power Minimization for Subband Image Transmission over Spectrally Shaped Channels", Proc. IEEE Multimedia Signal Processing Workshop, pp.9-14, Copenhagen, Denmark, Sep 1999.
  104. H. Zheng and K.J.R.Liu, "Power Optimized Space-Time Coding for Image and Video Transmission over Wireless Channels", Proc. IEEE Int'l Conf. on Image Processing (ICIP), Kobe, Japan, Oct 1999.
  105. A. Mercado and K.J.R. Liu, "Adaptive QoS for Mobile Multimedia Applications With Power Control and Smart Antennas", Proc. IEEE International Conference on Communications (ICC), pp.60-64, New Orleans, May 2000.
  106. H. Zheng and K.J.R. Liu, "Space-Time Diversity for Image over Wireless Channels", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), Geneva, May 2000, (invited paper).
  107. J. Song and K.J.R. Liu, "Progressive Image Transmission over OFDM Systems Using Multiple Antennas", Proc. IEEE International Conference on Multimedia and Expo, pp. 1003-1006, New York City, Aug. 2000.
  108. Y.C. Liang, F.P.S. Chin, and K.J.R. Liu, "Joint Downlink Beamforming, Power Control, and Data Rate Allocation for DS-CDMA Mobile Radio with Multimedia Services", Proc. IEEE International Conference on Multimedia and Expo, pp. 1455-1458, New York City, Aug. 2000.
  109. H. Zheng and K.J.R. Liu, "Source-Channel Matching Layered Space-Time Diversity for Multimedia Communications", Proc. IEEE International Conference on Multimedia and Expo, pp. 1447-1450, New York City, Aug. 2000.
  110. A. Mercado and K.J.R. Liu, "Adaptive QoS for Mobile Multimedia Services over Wireless Networks", Proc. IEEE International Conference on Multimedia and Expo, pp. 517-520, New York City, Aug. 2000.
  111. P. Hsu and K.J.R. Liu, "A Predictive H.263 Bit-Rate Control Scheme Based on Scene Information", Proc. IEEE International Conference on Multimedia and Expo, pp. 1735-1738, New York City, Aug. 2000.
  112. P. Hsu and K.J.R. Liu, "Software Optimization of H.263 Video Encoder on Pentium Processor with MMX Technology", Proc. IEEE International Conference on Multimedia and Expo, pp. 103-106, New York City, Aug. 2000.
  113. W. Trappe and K.J.R. Liu, "Denoising via Adaptive Lifting Schemes", Proc, SPIE Conf. on Wavelet Applications in Signal and Image Processing VIII, San Diego, Aug. 2000 (invited paper).
  114. X. Wang and K.J.R. Liu, "Convergence Analysis of an Adaptive Channel Estimation Algorithm using Cyclic Prefix in Multicarrier Modulation Systems", Proc. IEEE GLOBECOM, pp. 711-715, San Francisco, Nov 2000.
  115. J. Song and K.J.R. Liu, "Transmission of Images Using OFDM and Smart Antennas", Proc. IEEE Pacific-Rim Conference on Multimedia, pp. 14-17, Sydney, Dec. 2000 (invited paper).
  116. J. Song, W. Trappe, R. Poovendran, and K.J.R. Liu, "A Dynamic Key Distribution Scheme using Data Embedding for Secure Multimedia Multicast", Proc. SPIE Conference on Security and Watermarking of Multimedia Contents III, pp.618-628, San Jose, Jan 2001.
  117. W. Trappe, Y. Wang, and K.J.R. Liu, "Group Key Agreement Using Divide-and-Conquer Strategies", Proc. Annual Conf. on Information Sciences and Systems, John Hopkins University, March 2001.
  118. N. Chandrachoodan, S. Bhattacharyya, and K.J.R. Liu, "Adaptive Negative Cycle Detection in Dynamic Graphs", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp. V-163-V-166, Sydney, May 2001.
  119. N. Chandrachoodan, S. Bhattacharyya, and K.J.R. Liu, "The Hierarchical Timing Pair Model", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), pp. 367-V.370, Sydney, May 2001.
  120. J. Song and K.J.R. Liu, "Optimal Rate Allocation for Video Coding and Transmission over Wireless Channels", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol.3, pp.1385-1388, Salt Lake City, May 2001.
  121. W. Trappe, J. Song, R. Poovendran, and K.J.R. Liu, "Key Distribution for Secure Multimedia Multicasts via Data Embedding", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol.3, pp.1449-1452, Salt Lake City, May 2001.
  122. Z. Safar and K.J.R. Liu, "Design of Space-Time Trellis Codes for Full Spatial Diversity", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), IV, 2465-2468, Salt Lake City, May 2001.
  123. N. Chandrachoodan, S. Bhattacharyya, and K.J.R. Liu, "An Efficient Timing Model for Hardware Implementation of Multirate Dataflow Graphs", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Salt Lake City, May 2001.
  124. X. Wang, J. Song and K. J. R. Liu, "Joint channel estimation and coding for robust progressive image transmissions in fading multipath wireless channels", Proc. SPIE's 46th Annual Meeting, San Diego, August 2001 (invited paper).
  125. X. Wang, J. Song, and K.J.R. Liu, "Joint Source and Channel Matching with Channel Estimation for Robust Image Transmission over Wireless Channel", Proc. IEEE Vehicular Technology Conference (VTC), Vol.1, pp.428-432, Atlantic City, Oct 2001.
  126. X. Wang and K.J.R. Liu, "OFDM Channel Estimation Based on Time-Frequency Polynomial Model of Fading Multipath Channel", Proc. IEEE Vehicular Technology Conference (VTC), Vol.1, pp.460-464, Atlantic City, Oct 2001.
  127. H. Zhu and K.J.R. Liu, "Adaptive SINR Threshold Allocation for Joint Power Control and Beamforming Over Wireless Networks", Proc. IEEE Vehicular Technology Conference (VTC), III, 1548 - 1552, Atlantic City, Oct 2001.
  128. Z. Safar and K.J.R. Liu, "Design of Space-Time Trellis Codes for Diversity and Coding Advantages", Proc. IEEE Vehicular Technology Conference (VTC), I, 8-12, Atlantic City, Oct 2001.
  129. A. Mercado and K.J.R. Liu, "Rate Control for DS-CDMA Channels Using Power Control and Short Orthogonal Pseudo Random Codes", Proc. IEEE Vehicular Technology Conference (VTC), III, 1716 - 1720, Atlantic City, Oct 2001.
  130. X. Wang and K. J. R. Liu, "OFDM Channel Estimation Based on Time-Frequency Polynomial Model of Fading Multipath Channels", Proc. IEEE Globecom'2001, Vol.1, pp.212-216, San Antonio, Nov. 2001.
  131. J. Chen and K.J.R. Liu, "Cost-effective Mobility Management for Wireless Communications", Proc. IEEE International Workshop on Packet Video, Pittsburgh, April 2002.
  132. Y. Sun, W. Trappe, and K.J.R. Liu, "An Efficient Key Management Scheme for Secure Wireless Multicast", Proc. IEEE International Conference on Communications (ICC), Vol.2, pp 1236-1240, NYC, May 2002.
  133. A. Mercado and K.J.R. Liu, "Rate Control for DS-CDMA Wireless Systems Using Power Control and Orthogonally Coded Substreams", Proc. IEEE International Conference on Communications (ICC), Vol. 1, pp 548-552, NYC, May 2002.
  134. W. Trappe and K.J.R. Liu, "Establishment of Conference Keys in Heterogeneous Networks", Proc. IEEE International Conference on Communications (ICC), Vol. 4, pp 2201-2205, NYC, May 2002.
  135. Z. Safar and K.J.R. Liu, "Space-Time Trellis Code Construction for Fast Fading Channels", Proc. IEEE International Conference on Communications (ICC), Vol. 1, pp 563-567, NYC, May 2002.
  136. B. Sun, W. Trappe, Y. Sun, and K.J.R. Liu, "A Time-Efficient Contributory Key Agreement Scheme for Secure Group Communications", Proc. IEEE International Conference on Communications (ICC), vol. 2, pp 1159-1163, NYC, May 2002.
  137. W. Trappe, M. Wu, and K.J.R. Liu, "Collusion-Resistant Fingerprinting for Multimedia", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol 4, pp 3309-3312, Orlando, May 2002.
  138. J. Chen and K.J.R. Liu, "Content-based Multistream Video over IP", Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS), vol. 1, pp. 365-368, Scottsdale, May 2002.
  139. Z. Han and K.J.R. Liu, "Adaptive Coding for Joint Power Control and Beamforming Over Wireless Networks", Proc. SPIE Conference on Advanced Signal Processing Algorithms, Architectures, and Implementations, XII, Seattle, July, 2002.
  140. Z. Han and K.J.R. Liu, "Joint Adaptive Power and Modulation Management in Wireless Networks with Antenna Diversity", Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop, pp.278-282, Washington, DC, Aug 2002.
  141. W. Trappe, M. Wu, K.J.R. Liu, "Joint Coding and Embedding for Collusion-Resistant Fingerprinting", Proc. European Signal Processing Conference (EUSIPCO), Vol I, pp.450-453 Toulouse, Sep 2002.
  142. Z. Safar and K.J.R. Liu, "Space-Time Correlation of MIMO Flat Rayleigh Fading Channels", Proc. European Signal Processing Conference (EUSIPCO), Vol 3, pp.323-326, Toulouse, Sep 2002.
  143. W. Trappe, M. Wu, and K.J.R. Liu, "Anti-Collusion Codes: Multiuser and Multimedia Perspectives", Proc. IEEE Int'l Conf. on Image Processing (ICIP), Vol.2, pp 149-152, Rochester, Sep 2002.
  144. Y. Sun, X. Wang and K.J.R. Liu, "A Joint Channel Estimation and Unequal Error Protection Scheme for Video Transmission in OFDM Systems", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol. 1, pp 549-552, Rochester, Sep 2002.
  145. Z. Han and K.J.R. Liu, "Power Minimization under Constant Throughput Constraint in Wireless Networks with Beamforming", Proc. IEEE Vehicular Technology Conference (VTC), Vol 1 , pp.611 -615, Vancouver, Sep 2002.
  146. Z. Safar and K.J.R. Liu, "Variable Rate Space-Time Trellis Codes", Proc. IEEE Vehicular Technology Conference (VTC), vol 1, pp.406 -409, Vancouver, Sep 2002.
  147. Y. Sun, C. Pandana, X. Wang, and K.J.R. Liu, "A Joint Channel Estimation and Unequal Error Protection Scheme for Image Transmission in Wireless OFDM Systems", Proc.IEEE Multimedia Signal Processing Workshop, St. Thomas, Dec 2002.
  148. C.A. Barnett and K.J.R. Liu, "Efficient Source Authentication Schemes for Realtime Multicast", Proc. Conference on Information Sciences and Systems, The Johns Hopkins University, March 2003.
  149. W. Su, Z. Safar, M. Olfat, and K.J.R. Liu, "A full-diversity space-frequency code construction method for broadband OFDM systems", Proc. Conference on Information Sciences and Systems, The Johns Hopkins University, March 2003.
  150. Z. Han and K.J.R. Liu, "Throughput Maximization Using Adaptive Modulation in Wireless Networks with Fairness Constraint", Proc. IEEE Wireless Communications and Networking Conference (WCNC), I-pp.243 - 246, New Orleans, March 2003.
  151. A. Kwasinski, Z. Han, K.J.R. Liu, and N. Farvardin, "Power Minimization Under Real-time Source Distortion Constraints in Wireless Networks", Proc. IEEE Wireless Communications and Networking Conference (WCNC), I-pp.532 - 536, New Orleans, March 2003.
  152. D. Rickard, R. Berger, E. Chan, B. Clegg, S. Patton, R. Anderson, R. Brown, D. Sylvester, M. Guthaus, H. Deogun, K. J. R. Liu, C. Pandana and N. Chandrachoodan, "BAE SYSTEMS Mission Specific Processor Technology", 28th Annual Government Microcircuit Applications and Critical Technology Conference, 23.1, pp. 1-4, Tampa, March, 2003.
  153. H. Zhao, M. Wu, Z. J. Wang and K. J. R. Liu, "Nonlinear Collusion Attacks on Independent Fingerprints for Multimedia", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), vol. 5, pp. 664-667, Hong Kong, April 2003.
  154. Z. J. Wang, M. Wu, H. Zhao, W. Trappe, and K. J. R. Liu, "Collusion Resistance of Orthogonal Gaussian Fingerprints", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), vol. 4, pp. 724-727, Hong Kong, April 2003.
  155. W. Su, Z. Safar, and K. J. R. Liu, "Space-time signal design for time-correlated Rayleigh fading channels", Proc. IEEE International Conference on Communications (ICC), vol. 5, pp.3175-3179, Anchorage, May 2003.
  156. Z. Han and K.J.R. Liu, "Joint power control and blind beamforming in wireless networks", Proc. IEEE International Conference on Communications (ICC), III-pp.2144 - 2148, Anchorage, May 2003.
  157. Z. Safar and K.J.R. Liu, "Performance Analysis of Space-Time Codes over Correlated Rayleigh Fading Channels", Proc. IEEE International Conference on Communications (ICC), vol. 5, pp. 3185-3189, Anchorage, May 2003.
  158. M. Olfat, and K.J.R. Liu, "Recursive Construction of 16-QAM Super-Golay codes for OFDM systems", Proc. IEEE International Conference on Communications (ICC), vol. 5, pp 3387-3391, Anchorage, May 2003.
  159. W. Su, Z. Safar, M. Olfat, and K. J. R. Liu, "Full diversity space-frequency codes for MIMO-OFDM systems", Proc. IEEE Int'l Symp. on Information Theory, pp. 325, Yokohama, June 2003.
  160. Z. Safar, W. Su, and K. J. R. Liu, "Performance analysis of space-time modulation over time-correlated Rayleigh fading channels", Proc. IEEE Int'l Symp. on Information Theory, pp. 240, Yokohama, June 2003.
  161. H. Zhao, M. Wu, Z. J. Wang and K. J. R. Liu, "Performance of Detection Statistics Under Collusion Attacks on Independent Multimedia Fingerprints", Proc. IEEE Int'l Conference on Multimedia and Expo (ICME) , vol. 1, pp. 205-208, Baltimore, July 2003.
  162. Z.J. Wang, M. Wu, W. Trappe, and K.J.R. Liu, "Anti-Collusion of Group Oriented Fingerprinting", Proc. IEEE Int'l Conference on Multimedia and Expo (ICME) , vol. 2, pp. 217-220, Baltimore, July 2003.
  163. Y. Sun and K.J.R. Liu, "Multi-layer key management for secure multimedia multicast communications", Proc. IEEE Int'l Conference on Multimedia and Expo (ICME), vol. II, pp 205-208, Baltimore, July 2003.
  164. C. Pandana, Y. Sun, and K.J.R. Liu, "Channel aware unequal error protection for image transmission over broadband wireless LAN ", Proc. IEEE Int'l Conf. on Image Processing (ICIP), I-pp. 93-96, Rochester, Sept. 2003.
  165. A. Kwasinski, M. Alasti, N. Farvardin, and K.J.R. Liu, "Highly Efficient, Low Complexity Source-Assisted Multiple Access Protocol", Proc. Allerton Conference on Communication, Control, and Computing, Oct 2003.
  166. Z. Han, A. Kwasinski, K.J.R. Liu, N. Farvardin, "Pizza Party Algorithm for Real Time Distortion Management in Downlink Single-Cell CDMA Systems", Proc. Allerton Conference on Communication, Control, and Computing, Oct 2003.
  167. C.A. Barnett and K.J.R. Liu, "A Computationally Efficient and Secure Time Synchronization Scheme for Wireless Applications", Proc. IEEE 58th Vehicle Technology Conference, Orlando, Oct, 2003.
  168. C.A. Barnett and K.J.R. Liu, "Resource Efficient Multicast for Third Generation UMTS Wireless Networks", Proc. IEEE 58th Vehicle Technology Conference, Orlando, Oct, 2003.
  169. Z. J. Wang, J. Chen and K. J. R. Liu, "Linear Stochastic Modelling for Genetic Regulatory Networks", Proc. NIH conference on Digital Biology: The Emerging Paradigm, I-55, Bethesda, MD, Nov.6-Nov.7, 2003.
  170. Z. Han, Z. J. Wang, and K. J. R. Liu, "Blind Estimation of Kinetic Parameters and Input Function for Tumor Vascularity Imaging with DCE-MRI", Proc. NIH conference on Digital Biology: The Emerging Paradigm, I-30, Bethesda, MD, Nov.6-Nov.7, 2003.
  171. J. Chen, J. White, Z. J. Wang, and K. J. R. Liu, "A Probabilistic-Based Approach in Modelling Protein Folding", Proc. NIH conference on Digital Biology: The Emerging Paradigm, I-65, Bethesda, MD, Nov.6-Nov.7, 2003.
  172. Z. Han, Z.J. Wang, and K.J.R. Liu, "A Resource Allocation Framework with Credit System and User Autonomy Over Heterogeneous Wireless Networks", Proc. IEEE Globecom, II-pp.977 - 981, San Francisco, Dec 2003.
  173. Z.J. Wang, Z. Han, and K.J.R. Liu, "MIMO-OFDM Channel Estimation via Probabilistic Data Association Based TOA Estimation", Proc. IEEE Globecom, vol. 2, pp. 626-630, San Francisco, Dec 2003.
  174. Y. Sun and K.J.R. Liu, "Securing Dynamic Group Membership Information over Multicast: Attacks and Immunization", Proc. IEEE Globecom, Vol. 3, pp 1466-1470, San Francisco, Dec 2003.
  175. Y. Sun, W. Trappe, and K.J.R. Liu, "Topology-aware Key Management Schemes for Wireless Multicast", Proc. IEEE Globecom, Vol. 3, pp 1471 - 1475, San Francisco, Dec 2003.
  176. M. Wu, W. Trappe, Z.J. Wang, and K.J.R. Liu, "Collusion-Resistant Fingerprinting for Multimedia: A Unified Framework", SPIE Symp. on Security, Steganography, and Watermarking of Multimedia Contents VI, vol. 5306, pp.748-759, San Jose, Jan 2004.
  177. Y. Sun and K.J.R. Liu, "Scalable Hierarchical Access Control in Secure Group Communications", IEEE INFOCOM, Vol. 2 , Pp. 1296 - 1306, Hong Kong, March 2004
  178. Y. Sun and K.J.R. Liu, "Securing Dynamic Membership Information in Multicast Communications", IEEE INFOCOM, Vol. 2, pp. 1307 - 1317, Hong Kong, March 2004.
  179. Y. Mao, Y. Sun, M. Wu, and K.J.R. Liu, "Dynamic Join-Exit Amortization and Scheduling for Time-Efficient Group Key Agreement", IEEE INFOCOM, Vol. 4, pp. 2617 - 2627, Hong Kong, March 2004.
  180. Z. Safar, W. Su, and K.J.R. Liu, "Fast Sphere Decoding of Space-Frequency Block Codes via Nearest Neighbor Signal Point Search", Proc. of 5th European Wireless Conference, Barcelona, February 24-27, 2004.
  181. W. Su, Z. Safar, and K.J.R. Liu, "Diversity Analysis of Space-Time-Frequency Coded Broadband OFDM Systems", Proc. of 5th European Wireless Conference, Barcelona, February 24-27, 2004.
  182. T. Himsoon, W. Su, and K.J.R. Liu, "Matrix Rotation Based Signal Design for Differential Unitary Space-Time Modulation", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 3, pp.1446-1450, Atlanta, Mar. 2004.
  183. L. Younkins, W. Su, and K.J.R. Liu, "On the robustness of space-time coding for spatially and temporally correlated wireless channels", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 1, pp.587-592, March 2004.
  184. W. Su, Z. Safar, and K.J.R. Liu, "Systematic Design of Space-Frequency Codes with Full Rate and Full Diversity", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 3, pp.1436-1441, March 2004.
  185. W. Su, X.G. Xia, and K.J.R. Liu, "Systematic Design of Complex Orthogonal Space-Time Block Codes with High Rates", in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 3, pp.1442-1445, March 2004.
  186. Y. Sun and K.J.R. Liu, "Transmit Diversity Techniques for Multicasting over Wireless Networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 1, pp.593-598, March 2004.
  187. Z. Han, Z. Ji, F.R. Farrokhi, and K.J.R. Liu, "Capacity Optimization Using Subspace Method Over Multicell OFDMA Networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 4, pp.2393-2398, March 2004.
  188. W. Siriwongpairat, M. Olfat, and K.J.R. Liu, "On the Performance Evaluation of TH and DS UWB MIMO Systems", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 6, pp.3526-3530, March 2004.
  189. A. Kwasinski, Z. Han, K.J.R. Liu, and N. Farvardin, "Dynamic Real Time Distortion Management Over Multimedia Downlink CDMA", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, vol. 2, pp.650-654, March 2004.
  190. L. Younkins, W. Su, and K.J.R. Liu, "On the Performance of space-Time Coding Techniques for Spatially and Temporally Correlated Wireless Channels", Proc. of IEEE Vehicular Technology Conference (VTC), Milan, May, 2004.
  191. W. Yu and K.J.R. Liu, "Scalable Cross-Layer Rate Allocation for Image Transmission over Heterogeneous Wireless Networks", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), vol. 4, pp 593-596, Montreal, May 2004.
  192. H. Zhao and K.J.R. Liu, "Bandwidth Efficient Fingerprint Multicast for Video Streaming", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), vol. 5, pp 849-852, Montreal, May 2004.
  193. M. Olfat, F.R. Farrokhi, M. Alasti, and K.J.R. Liu, "MIMO-OFDM Systems with Multiuser Interference", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), vol 2, pp 21-34, Montreal, May 2004 .
  194. M. Olfat and K.J.R. Liu, "Low Peak to Average Power Ratio Cyclic Golay Sequences for OFDM Systems", Proc. IEEE International Conference on Communications (ICC) pp. 993 - 997, Vol.2, Paris, June 2004.
  195. M. Alasti, M. Olfat, F.R. Farrokhi, and K.J.R. Liu, "Service Level Agreement (SLA) Based Scheduling Algorithms for Wireless Networks", Proc. IEEE International Conference on Communications (ICC), pp. 1028 - 1032, Vol.2, Paris, June 2004.
  196. Z. Safar, W. Su, and K.J.R. Liu, "A Fast Sphere Decoding Framework for Space-Frequency Block Codes", Proc. IEEE International Conference on Communications (ICC), pp. 2591 - 2595, Vol.5, Paris, June 2004.
  197. G.M. Su, A. Kwasinski, Z. Han, M. Wu, K.J.R. Liu, and N. Farvardin, "Distortion Management of Real-time MPEG-4 FGS Video over Downlink Multicode CDMA Networks", Proc. IEEE International Conference on Communications (ICC), pp. 3071 - 3075, Vol.5, Paris, June 2004.
  198. Z.J. Wang, Z. Han, K.J.R. Liu, and Y. Wang, "Simultaneous Estimation of Kinetic Parameters and the Input Function from DCE-MRI Data: Theory and Simulation", Proc. of IEEE Int'l Symposium on Biomedical Imaging (ISBI), pp. 996-999, Washington DC, June 2004.
  199. Z.J. Wang, Z. Szabo, Z. Han, J. Varga, and K.J.R. Liu, "A Likelihood-Based Framework for Quantification of Brain Receptor PET Studies in The Pixel Domain", Proc. of IEEE Int'l Symposium on Biomedical Imaging (ISBI), pp. 1381-1384, Washington DC, June 2004.
  200. Z.J. Wang, J. Chen, and K.J.R. Liu, "Quantitative Modeling of Genetic Regulatory Networks by Incorporating Genomic Data Sources", Proc. of Workshop on Genomic Signal Processing and Statistics (GENSIP)'04, Baltimore, US, Baltimore, June 2004.
  201. C. Pandana and K.J.R. Liu, "Throughput Maximization for Energy Efficient Multi-Node Communications using Actor-Critic Approach", Proc. IEEE Globecom, Vol.6, PP.3578 - 3582, Dallas, Dec 2004.
  202. C. Pandana and K.J.R. Liu, "A Near-Optimal Reinforcement Learning Scheme for Energy Efficient point-to-point Wireless Communications", Proc. IEEE Globecom, Vol.2, PP.763 - 767, Dallas, Dec 2004.
  203. A.K. Sadek, W. Su, and K.J.R. Liu, "Maximum Achievable Diversity for MIMO-OFDM Dystems with Arbitrary Spatial Correlation", Proc. IEEE Globecom, Vol.4, PP.2664 - 2668 , Dallas, Dec 2004.
  204. Z. Han, Z. Ji, and K.J.R. Liu, "Dynamic Distributed Rate Control for Wireless Networks by Optimal Cartel Maintenance Strategy", Proc. IEEE Globecom, Vol.6, PP.3454 - 3458, Dallas, Dec 2004.
  205. Z. Han, Z. Ji, and K.J.R. Liu, "Low-Complexity OFDMA Channel Allocation With Nash Bargaining Solution Fairness", Proc. IEEE Globecom, Vol.6, PP.3726 - 3731, Dallas, Dec 2004.
  206. Z. Han, Z. Ji, and K.J.R. Liu, "Power Minimization for Multi-Cell OFDM Networks Using Distributed Non-cooperative Game Approach", Proc. IEEE Globecom, Vol.6, PP.3742 - 3747, Dallas, Dec 2004.
  207. F. R. Farrokhi, M. Olfat, M. Alasti, and K.J.R. Liu, "Scheduling Algorithms for Quality of Service Aware OFDMA Wireless Systems", Proc. IEEE Globecom, Vol.4, PP.2689 - 2693, Dallas, Dec 2004.
  208. W.P. Siriwongpairat, M. Olfat, and K.J.R. Liu, "Analysis of Time Hopping and Direct Sequence UWB Space-Time Systems", Proc. IEEE Globecom, Vol.4, PP.3526 - 3530, Dallas, Dec 2004.
  209. H. Zhao and K.J.R. Liu, "A Secure Multicast Scheme for Anti-Collusion Fingerprinted Video", Proc. IEEE Globecom, Vol.2 PP.571 - 575, Dallas, Dec 2004.
  210. G.M. Su, Z. Han, M. Wu, and K.J.R. Liu, "Dynamic Distortion Control for 3-D Embedded Wavelet Video over Multiuser OFDM Networks", Proc. IEEE Globecom, Vol.2 PP.650 - 654, Dallas, Dec 2004.
  211. W. Su and K.J.R. Liu, "Differential Space-Frequency Modulation for MIMO-OFDM Systems via a Smooth Logical Channel", Proc. IEEE Globecom, Vol.2 PP.913 - 917, Dallas, Dec 2004.
  212. W. Yu, Y. Sun, and K.J.R. Liu, "HADOF: Defense Against Routing Disruptions in Mobile Ad Hoc Networks", Prof. of IEEE INFOCOM, Vol. 2, pp. 1252-1261, Miami, March 2005.
  213. W. Su, A. Sadek, K.J.R. Liu, "SER Performance Analysis and Optimum Power Allocation for Decode-and-Forward Cooperation Protocol in Wireless Networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 984 - 989, New Orleans, March 2005.
  214. Z. Han, C. Pandana, and K.J.R. Liu, "A Self-Learning Repeated Game Framework for Optimizing Packet Forwarding networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 4, pp. 2131 -2136, New Orleans, March 2005.
  215. T. Himsoon, W. Su, and K.J.R. Liu, "Single-Block Differential Transmit Scheme for Frequency Selective MIMO-OFDM systems", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 532 -537, New Orleans, March 2005.
  216. W.P. Siriwongpairat, Z. Han, and K.J.R. Liu, "Energy-Efficient Resource Allocation for Multiband UWB Communication Systems", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 813 -818, New Orleans, March 2005.
  217. Z. Han, T. Himsoon, W.P. Siriwongpairat, and K.J.R. Liu, "Energy-Efficient Cooperative Transmission over Multiuser OFDM Networks: Who Helps Whom and How to Cooperate", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 1030 -1035, New Orleans, March 2005.
  218. W.P. Siriwongpairat, W. Su, and K.J.R. Liu, "Space-Time-Frequency Coded Multiband UWB Communication Systems", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 426 -431, New Orleans, March 2005.
  219. H.V. Zhao and K.J.R. Liu, "Fair Collusion Attacks on Scalable Video Fingerprinting Systems", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 1045-1048 ,Philadelphia, March 2005.
  220. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "Performance Analysis for Pilot-Embedded Data-Bearing Approach in Space-Time Coded MIMO Systems", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol. 3, pp. 593-596, Philadelphia, March 2005.
  221. G.M. Su, Z. Han, M. Wu, and K.J.R. Liu, "Joint Uplink and Downlink Optimization for Video Conferencing over Wireless LAN", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 1101-1104 ,Philadelphia, March 2005.
  222. A.K. Sadek, W. Su, and K.J.R. Liu, "Performance Analysis for Multi-node Decode-and-Forward Relaying in Collaborative Wireless Networks", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vol. 3, pp. 521-524 ,Philadelphia, March 2005.
  223. P. Qiu, Z. J. Wang, and K.J.R. Liu, "Dependence-Model Based Cancer Classification using Gene Microarray Data", Proc. of IEEE Workshop on Genomic Signal Processing and Statistics, Newport, May 2005.
  224. A. Kwasinski, Z. Han, and K.J.R. Liu, "Joint Source Coding Diversity and Cooperative Diversity for Multimedia Communications", Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications, pp. 129-133, New York, June 2005.
  225. W.P. Siriwongpairat, W. Su, and K.J.R. Liu, "Characterizing Performance of Multiband UWB Systems using Poisson Cluster Arriving Fading Paths", Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications, pp. 264-268, New York, June 2005.
  226. A. Sadek, W. Su, and K.J.R. Liu, "Eigen-Selection Approach for Joint Beamforming and Space-Frequency Coding in MIMO-OFDM Systems with Spatial Correlation Feedback", Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications, pp. 588-592, New York, June 2005.
  227. A. Sadek, W. Su, and K.J.R. Liu, "A Class of Cooperative Communication Protocols for Multi-Node Wireless networks", Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications, pp. 583-587, New York, June 2005.
  228. P. Qiu, Z.J. Wang, and K.J.R. Liu, "Tracking the Herd: Resynchronization Analysis of Cell-Cycle Gene Expression Data in Saccharomyces Cerevisiae", Proc. IEEE Engineering in Medicine and Biology Conference, Shanghai, Sep 2005.
  229. Z.J. Wang, P. Qiu, K.J.R. Liu, and Z. Szabo, "Model-Based Receptor Quantization Analysis for PET Parametric Imaging", Proc. IEEE Engineering in Medicine and Biology Conference, Shanghai, Sep 2005.
  230. H.V. Zhao and K.J.R. Liu, "Risk Minimization in Traitors within Traitors in Multimedia Forensics", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol. 3, pp. 89-92, Genoa, Sep. 2005.
  231. H.V. Zhao and K.J.R. Liu, "Resistance Analysis of Scalable Video Fingerprinting under Fair Collusion Attacks", Proc. IEEE Int'l Conf. on Image Processing (ICIP), vol. 3, pp. 85-88, Genoa, Sep. 2005.
  232. W. Yu and K.J.R. Liu, "Secure Cooperative Mobile Ad Hoc Networks Against Injecting Traffic Attacks", Proc. IEEE International Conference on Sensor and Ad Hoc Communications and Networks (SECON), pp. 65-75, Santa Clara, Sep 2005.
  233. W. Yu and K.J.R. Liu, "Stimulating Cooperation and Defending Against Attacks in Self-Organized Mobile Ad Hoc Networks", Proc. IEEE international Conference on Sensor and Ad Hoc Communications and Networks (SECON), pp. 55-64, Santa Clara, Sep 2005.
  234. Z. Ji, W. Yu, and K.J.R. Liu, "A Dynamic Pricing Approach for Self-organized Mobile Ad Hoc Networks", Proc. IEEE Globecom, vol 2, pp. 1097 - 1101, St. Louis, Nov, 2005.
  235. C. Pandana and K.J.R. Liu, "Maximum Connectivity and Maximum Lifetime Energy-aware Routing for Wireless Sensor Networks", Proc. IEEE Globecom, vol 2, pp. 1034 - 1038, St. Louis, Nov, 2005.
  236. A.K. Sadek, W. Su, and K.J.R. Liu, "Clustered Cooperative Communications in Wireless Networks", Proc. IEEE Globecom, vol 3, pp. 1157 - 1161, St. Louis, Nov, 2005.
  237. Y. Sun, W. Yu, Z. Han, and K.J.R. Liu, "Trust Modeling and Evaluation in Ad Hoc Networks", Proc. IEEE Globecom, vol 3, pp. 1862 - 1867, St. Louis, Nov, 2005.
  238. W. Yu, Y. Sun, and K.J.R. Liu, "Minimization of Rekeying Cost for Contributory Group Communications", Proc. IEEE Globecom, vol 3, pp. 1716 - 1720, St. Louis, Nov, 2005.
  239. W. Yu and K.J.R. Liu, "Defense Against Injecting Traffic Attacks in Cooperative Ad Hoc Networks", Proc. IEEE Globecom, vol 3, pp. 1737 - 1741, St. Louis, Nov, 2005.
  240. W. Yu and K.J.R. Liu, "Anti-Attack Cooperation Stimulation in Self-organized Ad Hoc Networks", Proc. IEEE Globecom, vol 3, pp. 1742 - 1746, St. Louis, Nov, 2005.
  241. A. Kwasinski, Z. Han, and K.J.R. Liu, " Cooperative Multimedia Communications: Joint Source Coding and Collaboration", Proc. IEEE Globecom, vol 1, pp. 374 - 378, St. Louis, Nov, 2005.
  242. T. Himsoon, W. Su, and K.J.R. Liu, "Multiband Differential Modulation for UWB Communication Systems", Proc. IEEE Globecom, vol 6, pp. 3789 - 3793, St. Louis, Nov, 2005.
  243. A. Sadek, Z. Han, and K.J.R. Liu, "Multi-Node Cooperative Resource Allocation to Improve Coverage Area in Wireless Networks", Proc. IEEE Globecom, vol 5, pp. 3058 - 3062, St. Louis, Nov, 2005.
  244. A. Ibrahim, A. Sadek, W. Su, and K.J.R. Liu, "Cooperative Communications with Channel State Information: When to Cooperate?", Proc. IEEE Globecom, vol 5, pp. 3068 - 3072, St. Louis, Nov, 2005.
  245. A.K. Sadek, K.J.R. Liu, and A. Ephremides, "Cooperative Multiple Access for Wireless Networks: Protocols Design and Stability Analysis", Proc. 40th Annual Conference on Information Sciences and Systems (CISS), pp. 1224 - 1229 , Princeton, NJ, March 2006.
  246. W. Yu and K.J.R. Liu, "On Optimal and Cheat-Proof Packets Forwarding Strategies in Autonomous Ad Hoc Networks", Proc. 40th Annual Conference on Information Sciences and Systems (CISS), pp. 1455 - 1460, Princeton, NJ, March 2006.
  247. Y. Sun, Z. Han, W. Yu, and K.J.R. Liu, "Attacks on Trust Evaluation in Distributed Networks", Proc. 40th Annual Conference on Information Sciences and Systems (CISS), pp. 1461 - 1466, Princeton, NJ, March 2006.
  248. A. Swaminathan, M. Wu, and K.J.R. Liu, "Component Forensics of Digital Cameras: A Non-Intrusive Approach ", Proc. 40th Annual Conference on Information Sciences and Systems (CISS), invited paper, pp. 1194 -1199, Princeton, NJ , March 2006.
  249. Y. Sun, Z. Han, W. Yu, and K.J.R. Liu, "A Trust Evaluation Framework in Distributed Networks: Vulnerability Analysis and Defense Against Attacks", IEEE INFOCOM, Barcelona, April 2006.
  250. Z. Ji, W. Yu, and K.J.R. Liu, "An Optimal Dynamic Pricing Framework for Autonomous Mobile Ad Hoc Networks", IEEE INFOCOM, Barcelona, April 2006.
  251. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "LS FFT-based Channel Estimators Using Pilot-Embedded Data-Bearing Approach in Space-Frequency Coded MIMO-OFDM Systems", Proc. Of IEEE Wireless Communications and Networking Conference (WCNC), vol. 3, pp. 1519-1524, Las Vegas, April 2006.
  252. K.G. Seddik, A. Sadek, W. Su, and K.J.R. Liu, "Outage Analysis of Multi-node Amplify-and-Forward Relay networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 1184-1188 Las Vegas, April 2006.
  253. A. Sadek, Z. Han, and K.J.R. Liu, "An Efficient Cooperation Protocol to Extend Coverage Area in Cellular Networks", Proc. Of IEEE Wireless Communications and Networking Conference (WCNC), vol.: 3, pp. 1687-1692, Las Vegas, April 2006.
  254. W. Siriwongpairat, A. Sadek, and K.J.R. Liu, "Bandwidth-Efficient OFDM Cooperative Protocol with Applications to UWB Communications", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 3, pp. 1729-1734, Las Vegas, April 2006.
  255. W. Siriwongpairat, Z. Han, W. Su, and K.J.R. Liu, "Employing Cooperative Diversity for Performance Enhancement in UWB Communication Systems", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 4, pp. 1854-1859, Las Vegas, April 2006.
  256. W. Siriwongpairat, T. Himsoon, W. Su, and K.J.R. Liu, "Optimum Threshold-Selection Relaying for Decode-and-Forward Cooperation Protocol", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 1015-1020, Las Vegas, April 2006.
  257. W. Siriwongpairat, W. Su, and K.J.R. Liu, "Multiband UWB System Performance with Random-Clustering Multipath-Rich Fading Channels", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 1074- 1079, Las Vegas, April 2006.
  258. T. Himsoon, W. Siriwongpairat, W. Su, and K.J.R. Liu, "Decode-and-Forward Differential Modulation Scheme with Threshold-Based Decision Combining", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 1189-1194, Las Vegas, April 2006.
  259. T. Himsoon, W. Su, and K.J.R. Liu, "Differential Modulation for Multi-node Amplify-and-Forward Wireless Relay Networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 1195-1200, Las Vegas, April 2006.
  260. A. Kwasinski, H. Zhao, and K.J.R. Liu, "On QoS Constraints and Joint Source-Channel Coding for Real-Time Cooperative Multimedia Communications", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 106-111, Las Vegas, April 2006.
  261. C. Pandana, T. Himsoon, W. Siriwongpairat, and K.J.R. Liu, "Distributed Cooperative Routing Algorithms for Maximizing Network Lifetime", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 451-456, Las Vegas, April 2006.
  262. Z. Han, L. Swindlehurst, and K.J.R. Liu, "Smart Deployment/Movement of Unmanned Air Vehicle to Improve Connectivity in MANET", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 252-257, Las Vegas, April 2006.
  263. T. Himsoon, W. Siriwongpairat, Z. Han, and K.J.R. Liu, "Lifetime Maximization by Cooperative Sensor and Relay Deployment in Wireless Sensor Networks", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 439-444, Las Vegas, April 2006.
  264. Z. Ji, W. Yu, and K.J.R. Liu, "Belief-Based Packet Forwarding in Self-Organized Mobile Ad Hoc Networks with Noise and Imperfect Observation", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), vol. 1, pp. 343-348, Las Vegas, April 2006.
  265. P. Qiu, Z.J. Wang, and K.J.R. Liu, "Mixture Principal Component Analysis for Distribution Volume Parametric Imaging in Brain PET Studies", Proc. of 3rd IEEE Int'l Symposium on Biomedical Imaging: Macro to Nano, (ISBI), pp. 928-931, Washington DC, April 2006.
  266. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "Optimum Power Allocation for Maximum-Likelihood Channel Estimation in Space-Time Coded MIMO Systems", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Toulouse, Vol. 4, pp. IV-573 - IV-576, May 2006.
  267. C. Pirak, Z.J. Wang, and K.J.R. Liu, "An Adaptive Protocol for Cooperative Communications Achieving Asymptotic Minimum Symbol-Error-Rate", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Toulouse, Vol. 4, pp. IV-53 - IV-56, May 2006.
  268. A. Swaminathan, M. Wu, and K.J.R. Liu, "Non-Intrusive Forensic Analysis of Visual Sensors using Output Images", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), vol 5, pp. 401-404, Toulouse, France, May 2006.
  269. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "Adaptive Pilot-Embedded Data-Bearing Approach Channel Estimation in Space-Frequency Coded MIMO-OFDM Systems", Proc. of IEEE Vehicular Technology Conference (VTC), Melbourne, Vol. 1, pp. 211 - 215, May 2006.
  270. C. Pirak, Z.J. Wang, K.J.R. Liu, and S. Jitapunkul, "A Data-Bearing Approach for Pilot-Aiding in Space-Time Coded MIMO Systems", Proc. of IEEE Vehicular Technology Conference (VTC), Vol. 4, pp. 1928 - 1932, Melbourne , May 2006.
  271. A.K. Sadek, Z. Han, and K.J.R. Liu, "A Distributed Relay-Assignment Algorithm for Cooperative Communications in Wireless Networks", Proc. IEEE International Conference on Communications (ICC), vol. 4, pp. 1592 - 1597, Istanbul, June 2006.
  272. A.K. Sadek, K.J.R. Liu, and A. Ephremides, "Collaborative Multiple-Access Protocols for Wireless Networks", Proc. IEEE International Conference on Communications (ICC), vol. 10, pp. 4495 - 4500, Istanbul, June 2006.
  273. Z. Ji and K.J.R. Liu, "Belief-Assisted Pricing for Dynamic Spectrum Allocation in Wireless Networks with Selfish Users", Proc. IEEE Int'l Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), pp. 119-127, Reston, Sep 2006.
  274. Z. Ji, W. Yu, and K.J.R. Liu, "Cooperation Enforcement in Autonomous MANETs under Noise and Imperfect Observation", Proc. IEEE Int'l Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), pp. 460-468, Reston, Sep 2006.
  275. A.K. Sadek, W. Yu, and K.J.R. Liu, "When Does Cooperation Have Better Performance in Sensor Networks?", Proc. IEEE Int'l Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), pp. 188-197, Reston, Sep 2006.
  276. H.V. Zhao and K.J.R. Liu, "Selfish Colluder Detection and Identification in Traitors within Traitors", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. 2289-2291, Atlanta, Oct 2006.
  277. K.J.R. Liu and H.V. Zhao, "Behavior Forensics in Traitors within Traitors for Scalable Multimedia", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. 2285-2288, Atlanta, Oct 2006.
  278. W.S. Lin, H.V. Zhao and K.J.R. Liu, "Scalable Multimedia Fingerprinting Forensics with Side Information", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. 2292-2295, Atlanta, Oct 2006.
  279. A. Kwasinski and K.J.R. Liu, "Optimal Unequal Error Protection with User Cooperation for Transmission of Embedded Source-Coded Images", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. 717-720, Atlanta, Oct 2006.
  280. A. Swaminathan, M. Wu, and K.J.R. Liu, "Image Tampering Identification Using Blind Deconvolution", Proc. IEEE Int'l Conf. on Image Processing (ICIP), pp. 2309-2312, Atlanta, Oct 2006.
  281. Z.J. Ji and K.J.R. Liu, "Dynamic Pricing Approach for Spectrum Allocation in Wireless Networks with Selfish Users", IEEE Globecom, San Francisco, Nov 2006.
  282. K.G. Seddik, A.K. Sadek, and K.J.R. Liu, "Protocol-Aware Design Criteria and Performance Analysis for Distributed Space-Time Coding", IEEE Globecom, San Francisco, Nov 2006.
  283. W.P. Siriwongpairat, A.K. Sadek, and K.J.R. Liu, "Bandwidth-Efficient Cooperative Protocol for OFDM Wireless Networks", IEEE Globecom, San Francisco, Nov 2006.
  284. B. Wang, Z. Han, and K.J.R. Liu, "Stackelberg Game for Distributed Resource Allocation over Multiuser Cooperative Communication Networks", IEEE Globecom, San Francisco, Nov 2006.
  285. A. Ibrahim, A.K. Sadek, W. Su, and K.J.R. Liu, "Relay Selection in Multi-Node Cooperative Communications: When to Cooperate and Whom to Cooperate with?", IEEE Globecom, San Francisco, Nov 2006.
  286. Z. Han, C. Pandana, and K.J.R. Liu, "Distributive Opportunistic Spectrum Access for Cognitive Radio using Correlated Equilibrium and No-regret Learning", Proc. of IEEE Wireless Communications and Networking Conference (WCNC), Hong Kong, March 2007.
  287. A. Ibrahim, K.J.R. Liu, D. Novak, and R. Waterhouse, "A Subspace Signal Processing Technique for Concealed Weapon Detection", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Honolulu, April 2007.
  288. H.V. Zhao and K.J.R. Liu, "Autonomous Identification of Selfish Colluders in Traitor-within-Traitor Behavior Forensics", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Honolulu, April 2007.
  289. A. Swaminathan, M. Wu, and K.J.R. Liu, "Optimization of Input Pattern for Semi Non-Intrusive Component Forensics of Digital Cameras", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Honolulu, April 2007.
  290. S. Tjoa, W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Block Size Forensic Analysis in Digital Images", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Honolulu, April 2007.
  291. W.S. Lin, H.V. Zhao and K.J.R. Liu, "A Game Theoretic Framework for Colluder-Detector Behavior Forensics", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Honolulu, April 2007.
  292. H.Q. Lai, P. Siriwongpairat, and K.J.R. Liu, "Performance Analysis of MB-OFDM UWB System with Imperfect Synchronization and Intersymbol Interference", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Honolulu, April 2007.
  293. B. Wang, Z. Ji, and K.J.R. Liu, "Primary-Prioritized Markov Approach for Dynamic Spectrum Access", Proc. IEEE Symp. on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Dublin, April 2007.
  294. Z. Ji and K.J.R. Liu, "Collusion-Resistant Dynamic Spectrum Allocation for Wireless Networks via Pricing", Proc. IEEE Symp. on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Dublin, April 2007.
  295. B. Wang, Z. Han, and K.J.R. Liu, "Distributed Relay Selection and Power Control for Multiuser Cooperative Communication Networks Using Buyer/Seller Game", IEEE INFOCOM, Anchorage, May 2007.
  296. B. Wang, Z. Ji, and K.J.R. Liu, "Self-Learning Repeated Game Framework for Distributed Primary-Prioritized Dynamic Spectrum Access", IEEE Workshop on Networking Technologies for Software Defined Radio (SDR) Networks, San Diego, June 2007.
  297. K.G. Seddik, A. Kwasinski, and K.J.R. Liu, "Distortion Exponents for Different Source-Channel Diversity Achieving Schemes over Multi-Hop Channels", Proc. IEEE International Conference on Communications (ICC), Glasgow, June 2007.
  298. W.S. Lin, S. Tjoa, H. Zhao, and K.J.R. Liu, "Image Source Coding Forensics via Intrinsic Fingerprints", Proc. IEEE Int'l Conference on Multimedia, Beijing, July 2007.
  299. S. Tjoa, W.S. Lin, and K.J.R. Liu, "Transform Coder Classification for Digital Image Forensics", Proc. IEEE Int'l Conf. on Image Processing (ICIP), San Antonio, Sep 2007.
  300. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Multi-User Collusion Behavior Forensics: Game Theoretic Formulation of Fairness Dynamics", Proc. IEEE Int'l Conf. on Image Processing (ICIP), San Antonio, Sep 2007.
  301. A. Swaminathan, M. Wu, and K.J.R. Liu, "A Component Estimation Framework for Information Forensics", IEEE Multimedia Signal Processing Workshop, Crete, Oct 2007.
  302. A. Kwasinski and K.J.R. Liu, "Characterization of Distortion-SNR Performance for Practical Joint Source-Channel Coding Systems", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  303. A. Ibrahim, K. Seddik, and K.J.R. Liu, "Improving Connectivity via Relays Deployment in Wireless Sensor Networks", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  304. A. El-Sherif, A. Sadek, A. Kwasinski, and K.J.R. Liu, "Content-Aware Cooperative Multiple Access Protocol for Packet Speech Communications", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  305. K. Seddik and K.J.R. Liu, "Distributed Space-Frequency Coding over Relay Channels", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  306. A. Ibrahim, Z. Han, and K.J.R. Liu, "Distributed Energy-Efficient Cooperative Routing in Wireless Networks", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  307. K. Seddik, A. Sadek, A. Ibrahim, and K.J.R. Liu, "Synchronization-Aware Distributed Space-Time Codes in Wireless Relay Networks", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  308. T. Clancy, Z. Ji, B. Wang, and K.J.R. Liu, "Planning Approach to Dynamic Spectrum Access in Cognitive Radio Networks", Proc. IEEE Globecom, Washington DC, Nov. 2007.
  309. K. Seddik and K.J.R. Liu, "Distributed Space-Frequency Coding over Amplify-and-Forward Relay Channels", Proc. IEEE Wireless Communications and Networking Conference (WCNC), Las Vegas, 2008.
  310. A. Ibrahim, K. Seddik, and K.J.R. Liu, "Connectivity-Aware Network Maintenance and Repair via Relays Deployment", Proc. IEEE Wireless Communications and Networking Conference (WCNC), Las Vegas, 2008.
  311. K. Seddik, A. Kwasinski, and K.J.R. Liu, "Asymptotic Distortion Performance of Source-Channel Diversity Schemes over Relay Channels", Proc. IEEE Wireless Communications and Networking Conference (WCNC), Las Vegas, 2008.
  312. A. Swaminathan, M. Wu, and K.J.R. Liu, "A Pattern Classification Framework for Theoretical Analysis of Component Forensics", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Las Vegas, 2008.
  313. P. Qiu and K.J.R. Liu, "A Robust Method for QRS Detection based on ON Modified P-Spectrum", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Las Vegas, 2008.
  314. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "A Game Theoretic Framework for Incentive-Based Peer-to-Peer Live-Streaming Social Networks", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Las Vegas, 2008.
  315. W.S. Lin and K.J.R. Liu, "Modulation Forensics for Wireless Digital Communications", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Las Vegas, 2008.
  316. Y. Wu, B. Wang, and K.J.R. Liu, "Repeated Spectrum Sharing Game with Self-Enforcing Truth-Telling Mechanism", Proc. IEEE International Conference on Communications (ICC), Beijing, 2008.
  317. B. Wang, C.C. Chong, F. Watanabe, and K.J.R. Liu, "Dynamic Frequency-Intelligent Reserve-and-Switch Technique (D-FIRST) to Combat Inter-Operator Interference", Proc. IEEE International Conference on Communications (ICC), Beijing, 2008.
  318. M. Stamm and K.J.R. Liu, "Blind Forensics of Contrast Enhancement in Digital Images", Proc. IEEE Int'l Conf. on Image Processing (ICIP), San Diego, Oct 2008.
  319. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Fairness Dynamics in Multimedia Colluders' Social Networks", Proc. IEEE Int'l Conf. on Image Processing (ICIP), San Diego, Oct 2008.
  320. H.V. Zhao, W.S. Lin, and K.J.R. Liu, "Game-Theoretic Analysis of Maximum-Payoff Multiuser Collusion", Proc. IEEE Int'l Conf. on Image Processing (ICIP), San Diego, Oct 2008.
  321. Y. Wu, B. Wang, K.J.R. Liu, and T.C. Clancy, "A Multi-Winner Cognitive Spectrum Auction Framework with Collusion-Resistant Mechanisms", IEEE DySPAN 2008.
  322. K. Seddik and K.J.R. Liu, "On Relay Nodes Deployment for Distributed Detection in Wireless Sensor Networks", Proc. IEEE Globecom, Dec 2008.
  323. A. El Sherif, A.K. Sadek, and K.J.R. Liu, "On Spectrum Sharing in Cooperative Multiple Access Networks", Proc. IEEE Globecom, Dec 2008.
  324. H.Q. Lai, A. Ibrahim, and K.J.R. Liu, "Location-Aware Cooperative Communications utilizing Linear Network Coding", Proc. IEEE Globecom, Dec 2008.
  325. B. Wang, K.J.R. Liu, and T.C. Clancy, "Evolutionary Game Framework for Behavior Dynamics in Cooperative Spectrum Sensing", Proc. IEEE Globecom, Dec 2008.
  326. Y. Wu, B. Wang, K.J.R. Liu, and T.C. Clancy, "Collusion-Resistant Multi-Winner Spectrum Auction for Cognitive Radio Networks", Proc. IEEE Globecom, Dec 2008.
  327. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Attack-Resistant Cooperation Strategies in P2P Live Streaming Social Networks", Asiloma, 2008.
  328. B. Wang, Z. Han, and K.J.R. Liu, "Peer-to-Peer File Sharing Game using Correlated Equilibrium", Annual Conference on Information Sciences and Systems, pp. 729-734, Princeton, March 2009.
  329. Y. Chen, B. Wang, and K.J.R. Liu, "A Game-Theoretic Framework For Multi-User Multimedia Rate Allocation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Taipei, April 2009.
  330. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Cheat-Proof Cooperation Strategies for Wireless Live Streaming Social Networks", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Taipei, April 2009.
  331. Y. Chen, W.S. Lin, and K.J.r. Liu, "Risk-Distortion Analysis For Video Collusion Attack", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Taipei, April 2009.
  332. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Time-Sensitive Behavior Dynamics in Multimedia Fingerprinting Social Networks", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Taipei, April 2009.
  333. A. Ibrahim and K.J.R. Liu, "Mitigating Channel Estimation Error via Cooperative Communications", Proc. IEEE International Conference on Communications (ICC), Dresden, June 2009.
  334. M. Baidas, A. Ibrahim, K. Seddik, and K.J.R. Liu, "On the Impact of Correlation on Distributed Detection in Wireless Sensor Networks with Relays Deployment", Proc. IEEE International Conference on Communications (ICC), Dresden, June 2009.
  335. M.C. Stamm and K.J.R. Liu, "Forensic Detection of Image Tampering Using Intrinsic Statistical Fingerprints in Histograms", Proc. APSIPA ASC, Oct 2009.
  336. Y. Wu, B. Wang, and K.J.R. Liu, "Optimal Power Allocation Strategy Against Jamming Attacks Using the Colonel Blotto Game", Proc. IEEE Globecom, Dec 2009.
  337. Y. Chen, Y. Wu, B. Wang, K.J.R. Liu, "An Auction-Based Framework for Multimedia Streaming Over Cognitive Radio Networks", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  338. N. Goergen, K.J.R. Liu, T.C. Clancy, "Best-Effort Cooperative Communication without Dedicated Relays", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  339. S.K. Tjoa and K.J.R. Liu, "Multiplicative Update Rules for Nonnegative Matrix Factorization with Co-Occurrence Constraints", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  340. M.C. Stamm, S.K. Tjoa, W.S. Lin, and K.J.R. Liu, "Anti-Forensics of JPEG Compression", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  341. M.C. Stamm and K.J.R. Liu, "Forensic Estimation and Reconstruction of A Contrast Enhancement Mapping", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  342. H.Q. Lai and K.J.R. Liu, "Multipoint-to-point and Point-to-Multipoint Space-Time Network Coding", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  343. S.K. Tjoa, M.C. Stamm, W.S. Lin, and K.J.R. Liu, "Harmonic Variable-Size Dictionary Learning for Music Source Separation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Dallas, March 2010.
  344. M. Baidas, H.Q. Lai, and K.J.R. Liu, "Many-to-Many Communications via Space-Time Network Coding", Proc. IEEE Wireless Communications and Networking Conference (WCNC), Sydney, 2010.
  345. A. El-Sherif and K.J.R. Liu, "Throughput Analysis for Cooperation in Random Access Networks", Proc. IEEE Wireless Communications and Networking Conference (WCNC), Sydney, 2010.
  346. S. Tjoa and K.J.R. Liu, "Musical Instrument Recognition using Biologically Inspired Filtering of Temporal Dictionary Atoms", Int'l Society for Music Information Retrieval Conference, Utrecht, Aug 2010.
  347. Y. Chen and K.J.R. Liu, "A Game Theoretical Approach For Image Denoising", Proc. IEEE Int'l Conf. on Image Processing (ICIP), Hong Kong, Sep 2010.
  348. Y. Chen, B. Wang, W.S. Lin, Y. Wu, and K.J.R. Liu, "Evolutionary Games for Cooperative P2P Video Streaming", Proc. IEEE Int'l Conf. on Image Processing (ICIP), Hong Kong, Sep 2010.
  349. M.C. Stamm and K.J.R. Liu, "Wavelet-Based Image Compression Anti-Forensics", Proc. IEEE Int'l Conf. on Image Processing (ICIP), Hong Kong, Sep 2010.
  350. M.C. Stamm, S.K. Tjoa, W.S. Lin, and K.J.R. Liu, "Undetectable Image Tampering Through JPEG Compression Anti-Forensics", Proc. IEEE Int'l Conf. on Image Processing (ICIP), Hong Kong, Sep 2010.
  351. Y. Chen and K.J.R. Liu, "Cooperation Stimulation in Cognitive Networks Using Indirect Reciprocity Game Modelling", Proc. IEEE Globecom, Miami, Dec 2010.
  352. H.Q. Lai, Z.Z. Gao, and K.J.R. Liu, "Space-Time Network Codes utilizing Transform-based Coding", Proc. IEEE Globecom, Miami, Dec 2010.
  353. Y.L. Wu, B.B. Wang, and K.J.R. Liu, "Optimal Defense Against Jamming Attacks in Cognitive Radio Networks using the Markov Decision Process Approach", Proc. IEEE Globecom, Miami, Dec 2010.
  354. Z.Z. Gao, H.Q. Lai, and K.J.R. Liu, "Differential Cooperative Communications with Space-Time Network Coding", Proc. IEEE Globecom, Miami, Dec 2010.
  355. W.S. Lin and K.J.R. Liu, "Optimal Pricing for Mobile Video Streaming Using Behavior Analysis", Proc. IEEE Globecom, Miami, Dec 2010.
  356. W.S. Lin, H.V. Zhao, and K.J.R. Liu, "Attack-Resistant Collaboration in Wireless Video Streaming Social Networks", Proc. IEEE Globecom, Miami, Dec 2010.
  357. N. Goergen, W.S. Lin, K.J.R. Liu, C. Clancy, "Authenticating MIMO Transmissions Using Channel-Like Fingerprinting", Proc. IEEE Globecom, Miami, Dec 2010.
  358. N. Goergen, W.S. Lin, K.J.R. Liu, C. Clancy, "Channel-Like Fingerprinting Overlays for Authenticating OFDM Signals Using Channel Side Information", Proc. APSIPA Annual Summit and Conference, Singapore, Dec 2010.
  359. Y. Chen, Y. Gao, and K.J.R. Liu, "An Evolutionary Game-Theoretic Approach for Image Interpolation", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Prague, May 2011.
  360. W.S. Lin and K.J.R. Liu, "Pricing Game and Evolution Dynamics for Mobile Video Streaming", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Prague, May 2011.
  361. M.C. Stamm and K.J.R. Liu, "Anti-Forensics for Frame Deletion/Addition in MPEG Video", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Prague, May 2011.
  362. Z.Z. Gao, Y.H. Yang, and K.J.R. Liu, "Eavesdropping-Resistant Space-Time Network Coding for Cooperative Communications", Proc. IEEE Int'l Conf. on Communications (ICC), Kyoto, June 2011.
  363. B.P. Keegan, S.K. Tjoa, and K.J.R. Liu, "Super-resolution of Musical Signals Using Approximate Matching Pursuit", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, Oct 2011.
  364. S. Tjoa and K.J.R. Liu, "Factorization of Overlapping Harmonic Sounds Using Approximate Matching Pursuit", Proc. International Society for Music Information Retrieval Conference (ISMIR), Miami, Oct 2011.
  365. H.Q. Lai, Y. Chen, and K.J.R. Liu, "Coalition Formation Games for Energy Efficient Wireless Network COCAST", Proc. IEEE MILCOM, Nov 2011.
  366. W. Guan and K.J.R. Liu, "Two-Way Denoise-And-Forward Relaying With Non-Coherent Differential Modulation", Proc. IEEE GLOBECOM, Houston, Dec 2011.
  367. Y.H. Yang, B.B. Wang, and K.J.R. Liu, "Waveform Design for Sum Rate Optimization in Time-Reversal Multiuser Downlink Systems", Proc. IEEE GLOBECOM, Houston, Dec 2011.
  368. F. Han, Y.H. Yang, B.B. Wang, Y.L. Wu, and K.J.R. Liu, "Time-Reversal Division Multiple Access in Multi-path Channels", Proc. IEEE GLOBECOM, Houston, Dec 2011.
  369. M.C. Stamm, W.S. Lin, and K.J.R. Liu, "Forensics vs. Anti-Forensics: A Decision and Game Theoretic FRamework", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Kyoto, March 2012.
  370. Y.H. Yang, Z.Z. Gao, and K.J.R. Liu, "Multi-Source Cooperative Transmission with Network Coding", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Kyoto, March 2012.
  371. Y. Gao, Y. Chen, and K.J.R. Liu, "A Cheat-Proof Game-Theoretic Framework for Cooperative Peer-to-Peer Video STreaming", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Kyoto, March 2012.
  372. X.Y. Chu, M.C. Stamm, W.S. Lin, and K.J.R. Liu, "Forensic Identification of Compressively Sensed Images", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Kyoto, March 2012.
  373. W.S. Lin and K.J.R. Liu, "Template Matching for Image Prediction: A Game-Theoretical Approach", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Kyoto, March 2012.
  374. W. Guan and K.J.R. Liu, "Error Performances of Multiple Access System Using Analog Network Coding", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  375. Y. Gao, Y. Chen, and K.J.R. Liu, "Cooperation Stimulation in Cooperative Communications: An Indirect Reciprocity Game", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  376. F. Han, Z. Safar, W.S. Lin, Y. Chen, and K.J.R. Liu, "Energy-Efficient Cellular Network Operation via Base Station Cooperation", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  377. Y. Chen, W.S. Lin, F. Han, Y.H. Yang, Z. Safar, and K.J.R. Liu, "A Cheat-Proof Game Theoretic Demand Response Scheme for Smart Grids", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  378. B.L. Zhang, Y. Chen, and K.J.R. Liu, "An Indirect Reciprocity Game Theoretic Framework for Dynamic Spectrum Access", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  379. C.X. Jiang, Y. Chen, K.J.R. Liu, and Y. Ren, "Analysis of Interference in Cognitive Radio Networks with Unknown Primary Behavior", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  380. L. Xiao, W.S. Lin, Y. Chen, and K.J.R. Liu, "Indirect Reciprocity Game Modelling for Secure Wireless Networks", Proc. IEEE International Conference on Communications (ICC), Ottawa, June 2012.
  381. X.Y. Chu, M. Stamm, and K.J.R. Liu, "Forensic Identification of Compressively Sensed Signals", Proc. IEEE International Conference on Image Processing, Sep 2012.
  382. G.D. Wu, X.G. Kang, and K.J.R. Liu, "A Context Adaptive Predictor of Sensor Noise for Camera Source Identification", Proc. IEEE International Conference on Image Processing, Sep 2012.
  383. Y. Gao, Y. Chen, C.Y. Wang, and K.J.R. Liu, "Optimal Contract Design for Ancillary Services in Vehicle-to-Grid Networks", Proc. IEEE Smart Grid Comm, Tainan, Oct 2012.
  384. W. Guan and K.J.R. Liu, "On Analysis of Wireless Uplink using Analog Network Coding with Non-Coherent Modulations", Proc. IEEE Globecom, Anaheim, Dec 2012.
  385. W. Guan and K.J.R. Liu, "Clustering Based Space-Time Network Coding", Proc. IEEE Globecom, Anaheim, Dec 2012.
  386. W. Guan and K.J.R. Liu, "Anti Error Propagation Methods for Wireless Uplink Using Network Coding", Proc. IEEE Globecom, Anaheim, Dec 2012.
  387. C.X. Jiang, Y. Chen, and K.J.R. Liu, "A Renewal-Theoretical Framework for Dynamic Spectrum Access with Unknown Primary Behavior", Proc. IEEE Globecom, Anaheim, Dec 2012.
  388. B.L. Zhang, Y. Chen, C.Y. Wang, and K.J.R. Liu, "Learning and Decision Making with Negative Externality for Opportunistic Spectrum Access", Proc. IEEE Globecom, Anaheim, Dec 2012.
  389. H. Ma, Y.H. Yang, Y. Chen, and K.J.R. Liu, "Distributed State Estimation in Smart Grid with Communication Constraints", APSIPA ASC, Hollywood, Dec 2012.
  390. Y. Han, Y. Chen, F. Han, and K.J.R. Liu, "An Optimal Dynamic Pricing and Schedule Approach in V2G", APSIPA ASC, Hollywood, Dec 2012.
  391. X. Kang, M. C. Stamm, A. Peng and K. J. R. Liu, "Robust median filtering forensics based on the autoregressive model of median filter residual", Proc. APSIPA ASC, Hollywood, Dec. 2012.
  392. C.X. Jiang, Y. Chen, Y.H. Yang, C.Y. Wang, and K.J.R. Liu, "Dynamic Chinese Restaurant Game in Cognitive Radio Networks", Proc. IEEE INFOCOM, Turin, April 2013.
  393. Y. Gao, Y. Chen, C.Y. Wang, and K.J.R. Liu, "A Contract-Based Approach for Ancillary Services in V2G Networks: Optimality and Learning", Proc. IEEE INFOCOM, Turin, April 2013.
  394. C.Y. Wang, Y. Chen, H.Y. Wei, and K.J.R. Liu, "Optimal Pricing in Stochastic Scalable Video Coding Multicasting System", Proc. IEEE INFOCOM Mini-Conference, Turin, April 2013.
  395. X.Y. Chu, M.C. Stamm, Y. Chen, and K.J.R. Liu, "Concealability-Rate-Distortion Tradeoff in Image Compression Anti-Forensics", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vancouver, May 2013.
  396. Z.H. Wu, M.C. Stamm, and K.J.R. Liu, "Anti-Forensics of Median Filtering", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vancouver, May 2013.
  397. M.C. Stamm and K.J.R. Liu, "Protection Against Reverse Engineering in Digital Cameras", Proc. IEEE Int'l Conf. Acoustic, Speech, and Signal Processing (ICASSP), Vancouver, May 2013.
  398. M.C. Stamm, X.Y. Chu, and K.J.R. Liu, " Forensically Determining the Order of Signal Processing Operations", IEEE International Workshop on Information Forensics and Security (WIFS), pp.162-167, Guangzhou, Nov 2013.
  399. C.X. Jiang, Y. Chen and K. J. R. Liu, "Graphical evolutionary game theoretical framework for distributed adaptive filtering networks", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013.
  400. C.X. Jiang, Y. Chen and K. J. R. Liu, "Diffusion analysis of distributed adaptive filtering networks with regular graph", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013.
  401. C.X. Jiang, Y. Chen, Y. Gao and K. J. R. Liu, "Indian Buffet Game with Non-Bayesian Social Learning", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013.
  402. H. Ma, Y.H. Yang, Q. Wang, Y. Chen, and K.J.R. Liu, "Distributed State Estimation with Lossy Measurement Compression in Smart Grid", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013.
  403. H. Ma, Y.H. Yang, Q. Wang, Y. Chen, and K.J.R. Liu, "Distributed State Estimation with Lossy Measurement Compression in Smart Grid", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2013.
  404. W. Guan and K.J.R. Liu, "On Analysis of Two-Way Relaying With Network-Coded ARQ", Proc. IEEE Globecom, Atlanta, Dec 2013.
  405. F. Han and K.J.R. Liu, "An Interference Cancellation scheme for The Multiuser TRDMA Uplink System", Proc. IEEE Globecom, Atlanta, Dec 2013.
  406. H. Ma, F. Han, and K.J.R. Liu, "Interference-Mitigating Broadband Secondary User Downlink System: A Time-Reversal Solution", Proc. IEEE Globecom, Atlanta, Dec 2013.
  407. S. Wei, W. Guan, and K.J.R. Liu, "Outage Probability Optimization with Equal and Unequal Transmission Rates under Energy Harvesting Constraints", Proc. IEEE Globecom, Atlanta, Dec 2013.
  408. C.X. Jiang, Y. Chen, Y. Gao, and K.J.R. Liu, "Evolutionary Game for Joint Spectrum Sensing and Access in Cognitive Radio Networks", Proc. IEEE Globecom, Atlanta, Dec 2013.
  409. T. Zhou, Y. Chen, and K.J.R. Liu, "MIMO Interference Cancelation via Network Formation Game", Proc. IEEE Globecom, Atlanta, Dec 2013.
  410. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Inter-user interference in molecular communication networks", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.5725-5729, Florence, May 2014.
  411. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Modeling information diffusion dynamics over social networks", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.1095-1099, Florence, May 2014.
  412. X.Y. Chu, Y. Chen, M.C. Stamm, and K.J.R. Liu, "Information theoretical limit of compression forensics", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2689-2693, Florence, May 2014.
  413. L. Xiao, Y. Chen, and K.J.R. Liu, "Anti-cheating prosumer energy exchange based on indirect reciprocity", Proc. IEEE International Conference on Communications (ICC), Sydney, June 2014.
  414. Y. Chen, Y. Gao, C.X. Jiang, and K.J.R. Liu, "Game Theoretic Markov Decision Processes for Optimal Decision Making in Social Systems", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  415. Y. Han, Y. Chen, and K.J.R. Liu, "Time-Reversal with Limited Signature Precision: Tradeoff Between Complexity and Performance", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  416. X.Y. Cao, Y. Chen, and K.J.R. Liu, "Spectrum Trading in Heterogeneous Cognitive Radio Networks", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  417. L. Xu, C.X. Jiang, Y. Chen, Y. Ren, and K.J.R. Liu, "User Participation Game in Collaborative Filtering", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  418. X.Y. Cao, Y. Chen, C.X. Jiang, and K.J.R. Liu, "Information Diffusion over Heterogeneous Social Networks: An Evolutionary Game Perspective", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  419. T. Zhou, Y. Chen, C.X. Jiang, and K.J.R. Liu, "Femto-macro Co-channel Interference Coordination via Pricing Game", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  420. W. Li, M.L. Ku, Y. Chen, and K.J.R. Liu, "On the Achievable Sum Rate for Two-Way Relay Networks with Stochastic Energy Harvesting", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  421. C.X. Jiang, Y. Chen, and K.J.R. Liu, "Sequential Multi-Channel Access Game in Distributed Cognitive Radio Networks", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  422. M.L. Ku, Y. Chen, and K.J.R. Liu, "Data-Driven Stochastic Scheduling for Solar-Powered Sensor Communications", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Dec 2014.
  423. Q.Y. Xu, Y. Chen, and K.J.R. Liu, "Joint power control and signature design for time-reversal uplinks", IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), Chengdu, July, 2015.
  424. H. Lu, Y.C. Wang, Y. Chen, and K.J.R. Liu, "Interference Model and Analysis on Device-to-Device Cellular Coexist Networks", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Dec 2015.
  425. W. Li, M.L. Ku, Y. Chen, and K.J.R. Liu, "Outage Probability for Two-Way Solar-Powered Relay Networks with Stochastic Scheduling", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Dec 2015.
  426. W. Li, M.L. Ku, Y. Chen, and K.J.R. Liu, "Diversity Analysis for Two-Way Multi-Relay Networks with Stochastic Energy Harvesting", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Dec 2015.
  427. C. Chen, Y. Chen, H.Q. Lai, and K.J.R. Liu, "Accurate Carrier Frequency Offset Estimation in Time-Reversal Communications", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Dec 2015.
  428. Q.Y. Xu, Y. Chen, and K.J.R. Liu, "Optimal Pricing for Interference Control in Time-reversal Device-to-Device Uplinks", Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Dec 2015.
  429. C.X. Jiang, Y. Chen, Q. Wang, and K. J. R. Liu, "Data-Driven Stochastic Scheduling and Dynamic Auction in IaaS", Proc. IEEE Global Communications Conference (GLOBECOM), 2015.
  430. X.Y. Cao, Y. Chen, and K.J.R. Liu, "Community Detection Game", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, March 2016.
  431. C. Chen, Y. Chen, H.Q. Lai, Y. Han, and K.J.R. Liu, "High Accuracy Indoor Localization: A WiFi-Based Approach", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, March 2016.
  432. X.Y. Chu, Y. Chen, and K.J.R. Liu, "An Information Theoretic Framework for Order Of Operations Forensics", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, March 2016.
  433. Y. Han, Y. Chen, B.B. Wang, and K.J.R. Liu, "Realizing Massive MIMO Effect Using a Single Antenna: A Time-Reversal Approach", Proc. IEEE GLOBECOM, Washington DC, Dec 2016.
  434. H. Ma, B.B. Wang, Y. Chen, and K.J.R. Liu, "Interference Alleviation for Time-Reversal Cloud Radio Access Network", Proc. IEEE GLOBECOM, Washington DC, Dec 2016.
  435. C. Chen, Y. Han, Y. Chen, K.J.R. Liu, "Indoor GPS with centimeter accuracy using WiFi", Proc. APSIPA ASC, Jeju, Dec 2016.
  436. C. Chen, Y. Han, Y. Chen, F. Zhang, and K.J.R. Liu, "Time-Reversal Indoor Positioning with Centimeter Accuracy using Multi-Antenna WiFi", Proc. IEEE GlobalSIP, Washington DC, Dec 2016.
  437. C. Chen, Y. Han, Y. Chen, and K.J.R. Liu, "Multi-Person Breathing Rate Estimation using Time-Reversal on WiFi Platforms", Proc. IEEE GlobalSIP, Washington DC, Dec 2016.
  438. Q.Y. Xu, Y. Chen, B.B. Wang, and K.J.R. Liu, "Radio Shot: Through-the-Wall Human Recognition", Proc. IEEE GlobalSIP, Washington DC, Dec 2016.
  439. X.Y. Cao, Y. Chen, and K.J.R. Liu, "A Game-Theoretic Modeling of Popularity Dynamics", Proc. IEEE GlobalSIP, Washington DC, Dec 2016.
  440. Q.Y. Xu, Y. Chen, B.B. Wang, and K.J.R. Liu, "Time Reversal based Wireless Events Detection", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 2017.
  441. X.Y. Cao, Y. Chen, and K.J.R. Liu, "An Iterative Auction Mechanism for Data Trading", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 2017.
  442. F. Zhang, C. Chen, B.B. Wang, H.Q. Lai, and K.J.R. Liu, "A Time-Reversal Spatial Hardening Effect for Indoor Speed Estimation", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 2017.
  443. C.X. Jiang, B.B. Wang, Y. Han, Z.H. Wu, and K.J.R. Liu, "Spatial Focusing Inspired 5G Spectrum Sharing", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 2017.
  444. X.Y. Cao and K.J.R. Liu, "Generic Network Cost Minimization: A Decentralized Newton's Method", Proc. 52th Annual Conference on Information Sciences and Systems, Princeton, March 2018.
  445. X.Y. Cao and K.J.R. Liu, "An ADMM Approach to Dynamic Sharing Problems", Proc. 52th Annual Conference on Information Sciences and Systems, Princeton, March 2018.
  446. Q.Y. Xu, F. Zhang, B.B. Wang, and K.J.R. Liu, "Time-Reversal Indoor Tracking with Centimeter Accuracy", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, April 2018.
  447. Q.Y. Xu, Y. Han, B.B. Wang, M. Wu, and K.J.R. Liu, "Real-time Indoor Event Monitoring Using CSI Time Series", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, April 2018.
  448. F. Zhang, C. Chen, B.B. Wang, H.Q. Lai, Y. Han, and K.J.R. Liu, "WiDetect: A Robust and Low-Complexity Wireless Motion Detector", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, April 2018.
  449. X.Y. Cao and K.J.R. Liu, "Distributed Efficient Optimization for General Network Cost Minimization Problems", Proc. IEEE International Conference on Communications (ICC), Kansas City, June 2018.
  450. X.Y. Cao and K.J.R. Liu, "On the Time-Varying Constraints and Bandit Feedback of Online Convex Optimization", Proc. IEEE International Conference on Communications (ICC), Kansas City, June 2018.
  451. C.Y. Wang, Y. Chen, and K.J.R. Liu, "Game-Theoretic Cross Social Media Analytic: How Yelp Ratings Affect Deal Selection on Groupon?", Proc. IEEE 34th International Conference on Data Engineering (ICDE), 2018.
  452. S.D. Regani, Q.Y. Xu, B.B. Wang, M. Wu, and K. J.R. Liu, "In-Car Driver Authentication Using Wireless Sensing", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, May 2019.
  453. C.S. Wu, F. Zhang, Y.S. Fan, and K. J. Ray Liu, "RF-based Inertial Measurement", ACM SIGCOMM, Beijing, Aug. 2019.
  454. C.S. Wu, F. Zhang, B.B. Wang, and K.J.R. Liu, "mmTrack: Passive Multi-Person Localization Using Commodity Millimeter Wave Radio", IEEE INFOCOM, Beijing, April 2020.
  455. F.Y. Wang, F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Passive People Counting using Commodity WiFi", Proc. IEEE 6th World Forum on Internet of Things, New Orleans, April 2020.
  456. C.S. Wu and K.J.R. Liu, "Accurate Stride Length Estimation via Fused Radio and Inertial Sensing", Proc. IEEE 6th World Forum on Internet of Things, New Orleans, April 2020.
  457. S.D. Regani, C.S. Wu, F. Zhang, B.B. Wang, M. Wu, and K.J.R. Liu, "Handwriting Tracking using 60 GHz mmWave Radar", Proc. IEEE 6th World Forum on Internet of Things, New Orleans, April 2020.
  458. F.Y. Wang, F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "VIMO: Vital Sign Monitoring Using Commodity Millimeter Wave Radio", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, May 2020.
  459. Y.S. Fan, F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Indoor Heading Direction Estimation Using RF Signals", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, May 2020.
  460. Y.Q. Hu, F. Zhang, C.S. Wu, B.B. Wang, and K.J.R. Liu, "A WIFI-Based Passive Fall Detection System", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, May 2020.
  461. S.D. Regani, B.B. Wang, M. Wu, and K.J.R. Liu, "Time Reversal Based Robust Gesture Recognition Using WIFI", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, May 2020.
  462. X.L. Zeng, B.B. Wang, and K.J.R. Liu, "Driver Arrival Sensing for Smart Car using WiFi Fine Time Measurements", APSIPA ASC, Dec 2020.
  463. F.Y. Wang, X.L. Zeng, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Radio Frequency Based Heart Rate Variability Monitoring", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, June 2021.
  464. S.D. Regani, B.B. Wang, and K.J.R. Liu, "WIFI-Based Device-Free Gesture Recognition Through-The-Wall", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, June 2021.
  465. X.L. Zeng, F. Zhang, B.B. Wang, and K.J.R. Liu, "High Accuracy Tracking For Outdoor Targets Using Massive MIMO", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, June 2021.
  466. M.Z. Ozturk, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Sound Recovery From Radio Signals", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, June 2021.
  467. Y.Q. Hu, M.Z. Ozturk, F. Zhang, B.B. Wang, and K.J.R. Liu, "Robust Device-Free Proximity Detection Using WIFI", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, June 2021.
  468. Y.Q. Hu, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Universal Virtual Keyboard Using 60 GHz mmWave Radar", 2021 IEEE World Forum on Internet of Things, New Orleans, June 2021.
  469. M.Z. Ozturk, C.S. Wu, B.B. Wang, and K.J.R. Liu, "Gait-Based Identification with Millimeter-Wave Radio", 2021 IEEE World Forum on Internet of Things, New Orleans, June 2021.

Patents

  1. K.J.R. Liu and C.T. Chiu, "Optimal unified architectures for the real-time computation of time-recursive discrete sinusoidal transforms", U.S. Patent No. 5,339,265, August 16, 1994.
  2. U.V. Koc and K.J.R. Liu,"DCT-based motion estimation method", U.S. Patent No. 5,790,686, August 4, 1998.
  3. F. Rashid-Farrokhi, K.J.R. Liu, C. Berenstein, and D. Walnut,"Wavelet-Based Multiresolution Local Tomography", U.S. Patent No. 5,953,388, Sep 14, 1999.
  4. P. Hsu and K.J.R. Liu,"Method and System for Adaptive Video Image Resolution Enhancement", U.S. Patent No. 5,991,464, Nov 23, 1999.
  5. F. Rashid-Farrokhi, K.J.R. Liu, and L. Tassiulas,"Combined power control and space-time diversity in mobile cellular communications", U.S. Patent No.6,377,812, April 23, 2002.
  6. C. Pirak, Z.J. Wang, and K.J.R. Liu, "Data Communication with Embedded Pilot Information for Timely Channel Estimation", U.S. Patent 7,848,443, Jan 18, 2007.
  7. W. Siriwongpairat, Z. Han, and K.J.R. Liu, "Method and System for Power Controlled Effective Allocation of Sub-Bands in Ultra-Wideband Communication", U.S. Patent No. 7,653,122, Jan. 26, 2010.
  8. W. Su, Z. Safar, and K.J.R. Liu, "Systems and Methods for Coding in Broadband Wireless Communication Systems to Achieve Maximum Diversity in Space, Time and Frequency", U.S. Patent, 7,720,168, May 18, 2010.
  9. Yu-Han Yang, Beibei Wang, K. J. Ray Liu, “Waveform Design for Time-Reversal Systems”, U.S. Patent No. 9883511, filed Dec. 5, 2012, granted Jan. 30, 2018.
  10. Feng Han, K. J. Ray Liu, “Time-Reversal Wireless System Having Asymmetric Architecture”, U.S. Patent No. 9882675, filed Aug. 16, 2013, granted Jan. 30, 2018.
  11. Feng Han, K. J. Ray Liu, “Multiuser Time-Reversal Division Multiple Access Uplink System with Parallel Interference Cancellation”, U.S. Patent No. 9559874, filed Aug. 16, 2013, granted Jan. 31, 2017.
  12. Feng Han, Yu-Han Yang, Beibei Wang, Yongle Wu, K. J. Ray Liu, “Systems and Methods for Time-Reversal Division Multiple Access Wireless Broadband Communications”, U.S. Patent No. 10122409, filed Dec. 3, 2013, granted Nov. 6, 2018.
  13. Hang M, Yi Han, Yan Chen, Zoltan Safar, Feng Han, K. J. Ray Liu, “Handshaking Protocol for Time-Reversal System”, U.S. Patent No. 9313020, filed Feb. 19, 2014, granted Apr. 12, 2016.
  14. Yu-Han Yang, Yan Chen, K. J. Ray Liu, “Quadrature Amplitude Modulation for Time-Reversal Systems”, U.S. Patent No. 9407306, filed April 25, 2014, granted Aug. 2, 2016.
  15. Yan Chen, Hang Ma, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Time-Reversal Wireless Paradigm for Internet of Things”, U.S. Patent No. 9226304, filed March 10, 2014, granted Dec. 29, 2015.
  16. Feng Han, K. J. Ray Liu, Yan Chen, “Time-Reversal Wireless System Having Asymmetric Architecture”, PCT Patent Application WO2015023895A1, filed Aug. 14, 2014.
  17. Yan Chen, Zhung-Han Wu, Yi Han, K. J. Ray Liu, “Wireless Signals and Techniques for Determining Locations of Objects in Multi-path Environments”, U.S. Patent No. 10168414, filed Jan. 26, 2015, granted Jan. 1, 2019.
  18. Yu-Han Yang, K. J. Ray Liu, “Joint Waveform Design and Interference Pre-Cancellation Time-Reversal Systems”, U.S. patent No. 9686054, filed Feb. 6, 2015, granted Jun. 20, 2017.
  19. Yan Chen, Hung-Quoc Duc Lai, Yi Han, Chen Chen, Zhung-Han Wu, K. J. Ray Liu, Katherine L. Hall, “Wireless Positioning Systems”, PCT Patent Application WO2016011433A2, filed July 17, 2015.
  20. Yan Chen, Hang Ma, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Time-Reversal Wireless Paradigm for Internet of Things”, U.S. Patent No. 9402245, filed Nov. 17, 2015, granted Jul. 26, 2016.
  21. Yan Chen, Hang Ma, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Time-Reversal Technologies for Hybrid Wireless Networks”, U.S. Patent No. 10014982, filed Jan. 22, 2016, granted Jul. 3, 2018.
  22. Yan Chen, Hang Ma, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Time-Reversal Technologies for Hybrid Wireless Networks”, U.S. Patent No. 10009148, filed Jan. 22, 2016, granted Jun. 26, 2018.
  23. Hang Ma, Yi Han, Yan Chen, Zoltan Safar, Feng Han, K. J. Ray Liu, “Handshaking Protocol for Time-Reversal System”, U.S. Patent No. 9794156, filed Feb. 11, 2016, granted Oct. 17, 2017.
  24. Hang Ma, Yi Han, yan Chen, Zoltan Safar, Feng Han, K. J. Ray Liu, “Handshaking Protocol for Time-Reversal System”, U.S. Patent No. 9825838, filed Feb. 11, 2016, granted Nov. 21, 2017.
  25. Feng Han, K. J. Ray Liu, Yan Chen, “Time-Reversal Wireless System Having Asymmetric Architecture”, Europe Patent Application 14756197.1, filed Feb. 15, 2016.
  26. Feng Han, K. J. Ray Liu, Yan Chen, “Time-Reversal Wireless System Having Asymmetric Architecture”, U.S. Patent No. 9900794, filed Feb. 16, 2016, granted Feb. 20, 2018.
  27. Hang Ma, Yan Chen, Feng Han, Zhung-Han Wu, Zoltan Safar, K. J. Ray Liu, “Time-Reversal Scalability for High Network Densification”, U.S. Patent Application No. 15/061,059, filed Mar. 4, 2016.
  28. Yu-Han Yang, Yan Chen, K. J. Ray Liu, “Quadrature Amplitude Modulation for Time-Reversal Systems”, U.S. Patent No. 9736002, filed Jul. 1, 2016, granted Oct. 31, 2017.
  29. Yan Chen, Hang Ma, Yi Han, Hung-Quoc Duc Lai, J. J. Ray Liu, “Time-Reversal Wireless Paradigm for Internet of Things”, U.S. Patent No. 9781700, filed Jul. 1, 2016, granted Oct. 3, 2017.
  30. Yi Han, Yan Chen, Beibei Wang, K. J. Ray Liu, “Methods, Devices and Systems of Heterogeneous Time-Reversal Paradigm Enabling Direct Connectivity in Internet of Things”, U.S. Patent No. 9887864, filed Sep. 16, 2016, granted Feb. 6, 2018.
  31. Yi Han, Yu-Han Yang, Yan Chen, K. J. Ray Liu, Hang Ma, Beibei Wang, Hung-Quoc Duc Lai, Zoltan Safar, Qinyi Xu, Chen Chen, “Time Reversal Communication Systems”, U.S. Patent Application No. 15/284,496, filed Oct. 3, 2016, allowed.
  32. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Zoltan Safar, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Methods, Apparatus, and Systems for Wireless Event Detection and Monitoring”, PCT Patent Application WO2017100706A1, filed Dec. 9, 2016.
  33. K. J. Ray Liu, Hung-Quoc Duc Lai, Beibei Wang, Qinyi Xu, Chen Chen, Feng Zhang, Yi Han, Zhung-Han Wu, Zoltan Safar, Oscar Chi-Lim Au, “Methods, Apparatus, Server, and Systems of Time Reversal Technology”, U.S. Patent Application No. 15/384,217, Publication No. 20170188359A1, filed Dec. 19, 2016.
  34. Yan Chen, Hung-Quoc Duc Lai, Yi Han, Chen Chen, Zhung-Han Wu, K. J. Ray Liu, “Wireless Positioning Systems”, U.S. Patent Application No. 15/326,112, Publication No. 20170212210A1, filed Jan. 13, 2017.
  35. Yan Chen, Hung-Quoc Duc Lai, Yi Han, Chen Chen, Zhung-Han Wu, K. J. Ray Liu, “Wireless Positioning Systems”, Japan Patent Application No. 2017-523197, filed Jan. 16, 2017.
  36. Yan Chen, Hung-Quoc Duc Lai, Yi Han, Chen Chen, Zhung-Han Wu, K. J. Ray Liu, “Wireless Positioning Systems”, China Patent Application No. 201580039126.2, filed Jan. 17, 2017.
  37. Oscar Chi-Lim Au, Masato Marumo, Beibei Wang, Hung-Quoc Duc Lai, K. J. Ray Liu, Chen Chen, Qinyi Xu, Yi Han, Zhung-Han Wu, Feng Zhang, Zoltan Safar, Jeng-Feng Lee, Thomas Buttermore, “Methods, Devices, Servers, Apparatus, and Systems for Wireless Internet of Things Applications”, WO2017155634A1, filed Jan. 31, 2017.
  38. Yan Chen, Hung-Quoc Duc Lai, Yi Han, Chen Chen, Zhung-Han Wu, K. J. Ray Liu, “Wireless Positioning Systems”, Europe Patent Application No. 15821676.2, filed Jan. 17, 2017.
  39. Zhung-Han Wu, Beibei Wang, Chunxiao Jiang, Zoltan Safar, K. J. Ray Liu, “Methods, Devices, Apparatus, and Systems for Medium Access Control in Wireless Communication Systems Utilizing Spatial Focusing Effect”, U.S. Patent No. 10129862, filed Feb. 16, 2017, granted Nov. 13, 2018.
  40. Chen Chen, Beibei Wang, Yi Han, Feng Zhang, Hung-Quoc Duc Lai, Yan Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Vital Signs Detection and Monitoring”, PCT Patent Application No. PCT/US2017/021963, filed Mar. 10, 2017.
  41. Qinyi Xu, Yan Chen, Beibei Wang, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Human Identification based on Human Radio Biometric Information”, PCT Patent Application No. PCT/US2017/021957, filed Mar. 10, 2017.
  42. Feng Zhang, Chen Chen, Yi Han, Beibei Wang, Hung-Quoc Duc Lai, Zhung-Han Wu, Chun-I Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Object Tracking”, PCT Patent Application No. PCT/US2017/027131, filed Apr. 12, 2017.
  43. Meng-Lin Ku, Yi Han, Hung-Quoc Duc Lai, Yan Chen, Beibei Wang, K. J. Ray Liu, “Method, System, and Apparatus for Wireless Power Transmission based on Power Waveforming”, U.S. Patent Application No. 15/584,052, filed May 2, 2017.
  44. K. J. Ray Liu, Hung-Quoc Duc Lai, Beibei Wang, Chen Chen, Oscar Chi-Lim Au, “Method, Apparatus, Server, and Systems of Time-Reversal Technology”, U.S. Patent Application No. 15/861,422, filed Jan. 3, 2018.
  45. Feng Zhang, Hung-Quoc Duc Lai, Chun-I Chen, Chau-Wai Wong, Beibei Wang, Chen Chen, Oscar Chi-Lim Au, Yi Han, K. J. Ray Liu, “Method, Apparatus, and System for Object Tracking and Navigation”, U.S. Patent Application No. 15/873,806, filed Jan. 17, 2018, allowed.
  46. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Zoltan Safar, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Methods, Apparatus, and Systems for Wireless Event Detection and Monitoring”, China Patent Application No. 2016-80071925.2, filed Jun. 7, 2018.
  47. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Zoltan Safar, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Methods, Apparatus, and Systems for Wireless Event Detection and Monitoring”, Japan Patent Application No. 2018-529656, filed Jun. 7, 2018.
  48. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Zoltan Safar, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Methods, Apparatus, and Systems for Wireless Event Detection and Monitoring”, U.S. Patent Application No. 16/060,710, filed Jun. 8, 2018.
  49. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Zoltan Safar, Yi Han, Hung-Quoc Duc Lai, K. J. Ray Liu, “Methods, Apparatus, and Systems for Wireless Event Detection and Monitoring”, Europe Patent Application No. 16874008.2, filed Jul. 9, 2018.
  50. Feng Zhang, Chen Chen, Beibei Wang, Hung-Quoc Duc Lai, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, and System for Wireless Motion Monitoring”, U.S. Patent Application No. 16/101,444, filed Aug. 11, 2018, allowed.
  51. Oscar Chi-Lim Au, Masato Marumo, Beibei Wang, Hung-Quoc Duc Lai, K. J. Ray Liu, Chen Chen, Qinyi Xu, Yi Han, Zhung-Han Wu, Feng Zhang, Zoltan Safar, Jeng-Feng Lee, Thomas Buttermore, “Methods, Devices, Servers, Apparatus, and Systems for Wireless Internet of Things Applications”, U.S. Patent Application No. 16/125,748, filed Sep. 9, 2018.
  52. Qinyi Xu, Yan Chen, Beibei Wang, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Human Identification based on Human Radio Biometric Information”, U.S. Patent Application No. 16/127,092, filed Sep. 10, 2018.
  53. Chen Chen, Beibei Wang, Yi Han, Feng Zhang, Hung-Quoc Duc Lai, Yan Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Vital Signs Detection and Monitoring”, U.S. Patent Application No. 16/127,151, filed Sep. 10, 2018.
  54. Chen Chen, Beibei Wang, Yi Han, Feng Zhang, Hung-Quoc Duc Lai, Yan Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Vital Signs Detection and Monitoring”, China Patent Application No. 201780015424.7, filed Sep. 5, 2018.
  55. Chen Chen, Beibei Wang, Yi Han, Feng Zhang, Hung-Quoc Duc Lai, Yan Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Vital Signs Detection and Monitoring”, Europe Patent Application No. 17764257.6, filed Sep. 6, 2018.
  56. Qinyi Xu, Yan Chen, Beibei Wang, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Human Identification based on Human Radio Biometric Information”, Europe Patent Application No. 17764252.7, filed Sep. 7, 2018.
  57. Qinyi Xu, Yan Chen, Beibei Wang, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Human Identification based on Human Radio Biometric Information”, Japan Patent Application No. 2018-547884, filed Sep. 10, 2018.
  58. Chen Chen, Beibei Wang, Yi Han, Feng Zhang, Hung-Quoc Duc Lai, Yan Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Vital Signs Detection and Monitoring”, Japan Patent Application No. 2018-547988, filed Sep. 10, 2018.
  59. Feng Zhang, Chen Chen, Yi Han, Beibei Wang, Hung-Quoc Duc Lai, Zhung-Han Wu, Chun-I Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Object Tracking”, China Patent Application No. 201780028508.4, filed Nov. 8, 2018.
  60. Feng Zhang, Chen Chen, Yi Han, Beibei Wang, Hung-Quoc Duc Lai, Zhung-Han Wu, Chun-I Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Object Tracking”, Europe Patent Application No. 17783028.8, filed Oct. 8, 2018.
  61. Feng Zhang, Chen Chen, Yi Han, Beibei Wang, Hung-Quoc Duc Lai, Zhung-Han Wu, Chun-I Chen, K. J. Ray Liu, “Methods, Apparatus, Servers, and Systems for Object Tracking”, Japan Patent Application No. 2018-554059, filed Oct. 12, 2018.
  62. Chen Chen, Feng Zhang, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, Server and System for Vital Sign Detection and Monitoring”, U.S. Patent Application No. 16/200,608, filed Nov. 26, 2018.
  63. Feng Zhang, Chen Chen, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, Server and System for Vital Sign Detection and Monitoring”, U.S. Patent Application No. 16/200,616, filed Nov. 26, 2018.
  64. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Apparatus, Systems and Methods for Event Recognition based on a Wireless Signal”, U.S. Patent Application No. 16/203,299, filed Nov. 28, 2018.
  65. Feng Zhang, Chen Chen, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Apparatus, Systems and Methods for Fall-Down Detection based on a Wireless Signal”, U.S. Patent Application No. 16/203,317, filed Nov. 28, 2018.
  66. Chen Chen, Feng Zhang, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, and System for Periodic Motion Detection and Monitoring”, Japan Patent Application No. 2018-226505, filed Dec. 3, 2018.
  67. Feng Zhang, Chen Chen, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, and System for Object Tracking and Navigation”, Japan Patent Application No. 2018-226506, filed Dec. 3, 2018.
  68. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Apparatus, Systems and Methods for Event Recognition based on a Wireless Signal”, Japan Patent Application No. 2018-226507, filed Dec. 3, 2018.
  69. Feng Zhang, Chen Chen, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Apparatus, Systems and Methods for Fall-Down Detection based on a Wireless Signal”, Japan Patent Application No. 2018-226508, filed Dec. 3, 2018.
  70. Chen Chen, Feng Zhang, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, and System for Periodic Motion Detection and Monitoring”, Europe Patent Application No. 18209932.5, filed Dec. 3, 2018.
  71. Feng Zhang, Chen Chen, Qinyi Xu, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Method, Apparatus, and System for Object Tracking and Navigation”, Europe Patent Application No. 18209934.1, filed Dec. 3, 2018.
  72. Qinyi Xu, Feng Zhang, Chen Chen, Beibei Wang, Chenshu Wu, Hangfang Zhang, Chau-Wai Wong, David N. Claffey, Chun-I Chen, Hung-Quoc Duc Lai, Zhung-Han Wu, Min Wu, Yi Han, Oscar Chi-Lim Au, K. J. Ray Liu, “Apparatus, Systems and Methods for Event Recognition based on a Wireless Signal”, Europe Patent Application No. 18209930.9, filed Dec. 3, 2018.