Signals, Information, and Algorithms Laboratory
Professor Gregory W. Wornell

Publications

Journal Articles

  1. G. Aminian, Y. Bu, L. Toni, M. R. D. Rodrigues, and G. W. Wornell, "Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm", IEEE Trans. Inform. Theory, vol. 70, no. 1, pp. 632-655, January 2024.
  2. X. Chen, L. Liu, D Guo, and G. W Wornell, "Asynchronous Massive Access and Neighbor Discovery Using OFDMA", IEEE Trans. Inform. Theory, vol. 69, no. 4, pp. 2364-2384, April 2023.
  3. T. Arikan, A. Weiss, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell, "An Architecture for Passive Joint Localization and Structure Learning in Reverberant Environments", J. Acoust. Soc. Am., vol. 153, no. 1, pp. 665-677, January 2023.
  4. A. Weiss, E. Huang, O. Ordentlich, and G. W. Wornell, "Blind Modulo Analog-to-Digital Conversion", IEEE Trans. Signal Processing, vol. 70, pp. 4586-4601, August 2022.
  5. A. Weiss, T. Arikan, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell, "A Semi-Blind Method for Localization of Underwater Acoustic Sources", IEEE Trans. Signal Processing, vol. 70, no. 7, pp. 3090–3106, July 2022.
  6. J. K-W. Lee, Y. Bu, P. Sattigeri, R. Panda, G. W. Wornell, L. Karlinsky, and R. Feris, "A Maximal Correlation Approach to Imposing Fairness in Machine Learning", Entropy, vol. 24, no. 4, March 2022.
  7. X. Xu, S-L. Huang, L. Zheng, and G. W. Wornell, "An Information Theoretic Interpretation to Deep Neural Networks", Entropy, vol. 24, no. 1, January 2022.
  8. A. Painsky and G. W. Wornell, "Bregman Divergence Bounds and Universality Properties of the Logarithmic Loss", IEEE Trans. Inform. Theory, vol. 66, no. 3, pp. 1658-1673, March 2020.
  9. S-L. Huang, A. Makur, G. W. Wornell, and L. Zheng, "On Universal Features for High-Dimensional Learning and Inference", CoRR, vol. abs/1911.09105 (https://arxiv.org/abs/1911.09105), November 2019.
  10. D. Wang, G. Joshi, and G. W. Wornell, "Efficient Straggler Replication in Large-Scale Parallel Computing", ACM Trans. Model. Perform. Eval. Comput. Syst., vol. 4, no. 2, pp. 7:1-7:23, June 2019.
  11. G. Shulkind, S. Jegelka, and G. W. Wornell, "Sensor Array Design Through Submodular Optimization", IEEE Trans. Inform. Theory, vol. 65, no. 1, pp. 664-675, January 2019.
  12. O. Ordentlich, G. Tabak, P. Hanumolu, A. C. Singer, and G. W. Wornell, "A Modulo-Based Architecture for Analog-to-Digital Conversion", IEEE Trans. Special Topics in Signal Processing, vol. 12, no. 5, pp. 825-840, October 2018.
  13. C. Thrampoulidis, G. Shulkind, F. Xu, W. T. Freeman, J. H. Shapiro, A. Torralba, F. N. C. Wong, and G. W. Wornell, "Exploiting Occlusion in Non-Line-of-Sight Active Imaging", IEEE Trans. Comput. Imaging, vol. 4, no. 3, pp. 419-431, September 2018.
  14. S-H. Lee, L. Wang, A. Khisti, and G. W. Wornell, "Covert Communication With Channel-State Information at the Transmitter", IEEE Trans. Inform. Forensics, Security, vol. 13, no. 9, pp. 2310-2319, September 2018.
  15. J. Tang, D. Wang, Y. Polyanskiy, and G. W. Wornell, "Defect Tolerance: Fundamental Limits and Examples", IEEE Trans. Inform. Theory, vol. 64, no. 7, pp. 5240-5260, July 2018.
  16. F. Xu, G. Shulkind, C. Thrampoulidis, J. H. Shapiro, A. Torralba, F. N. C. Wong, and G. W. Wornell, "Revealing Hidden Scenes by Photon-Efficient Occlusion-Based Opportunistic Active Imaging", Optics Express, vol. 26, no. 8, pp. 9945-9962, April 2018.
  17. G. Joshi, E. Soljanin, and G. W. Wornell, "Efficient Redundancy Techniques for Latency Reduction in Cloud Systems", ACM Trans. Model. Perform. Eval. Comput. Syst., vol. 2, no. 2, pp. 12:1-12:30, April 2017.
  18. A. Khina, Y. Kochman, U. Erez, and G. W. Wornell, "Decode-and-Forward Relaying via Standard AWGN Coding and Decoding", IEEE Trans. Inform. Theory, vol. 62, no. 6, pp. 3547-3560, June 2016.
  19. L. Wang, G. W. Wornell, and L. Zheng, "Fundamental Limits of Communication With Low Probability of Detection", IEEE Trans. Inform. Theory, vol. 62, no. 6, pp. 3493-3503, June 2016.
  20. D. Wang, A. Mazumdar, and G. W. Wornell, "Compression in the Space of Permutations", IEEE Trans. Inform. Theory, vol. 61, no. 12, pp. 6417-6431, December 2015.
  21. H. Zhou, Y. Kochman, and G. W. Wornell, "On-Off Keying Communication Over Optical Channels With Crosstalk", IEEE J. Select. Areas Commun., vol. 33, no. 9, pp. 1855-1868, September 2015.
  22. T. Zhong, H. Zhou, R. D. Horansky, C. Lee, V. B. Verma, A. E. Lita, A Restelli, J. C. Bienfang, R. P. Mirin, T. Gerrits, S. W. Nam, F. Marsili, M. D. Shaw, Z. Zhang, L. Wang, D. Englund, G. W. Wornell, J. H. Shapiro, and F. N. C. Wong, "Photon-efficient quantum key distribution using time–energy entanglement with high- dimensional encoding", New J. Physics, vol. 17, February 2015.
  23. C. Lee, Z. Zhang, G. Steinbrecher, H. Zhou, J. Mower, T. Zhong, L. Wang, X. Hu, R. D. Horansky, V. B. Verma, A. E. Lita, R. P. Mirin, F. Marsili, M. D. Shaw, S. W. Nam, G. W. Wornell, F. N. C. Wong, J. H. Shapiro, and D. Englund, "Entanglement-based Quantum Communication Secured by Nonlocal Dispersion Cancellation", Phys. Rev. A, vol. 90, no. 6, December 2014.
  24. Y. Kochman, L. Wang, and G. W. Wornell, "Toward Photo-Efficient Key Distribution Over Optical Channels", IEEE Trans. Inform. Theory, vol. 60, no. 8, pp. 4958-4972, August 2014.
  25. L. Wang and G. W. Wornell, "A Refined Analysis of the Poisson Channel in the High-Photon-Efficiency Regime", IEEE Trans. Inform. Theory, vol. 60, no. 7, pp. 4299-4311, July 2014.
  26. A. Mazumdar, V. Chandar, and G. W. Wornell, "Update-Efficiency and Local Repairability Limits for Capacity Approaching Codes", J. Select. Areas Commun., vol. 32, no. 5, pp. 976-988, May 2014.
  27. J. Krieger, Y. Kochman, and G. W. Wornell, "Multi-Coset Sparse Imaging Arrays", IEEE Trans. Antennas, Propag., vol. 62, no. 4, pp. 1701-1715, April 2014.
  28. J. Krieger, C-P. Yeang, and G. W. Wornell, "Dense Delta-Sigma Phased Arrays", IEEE Trans. Antennas, Propag., vol. 61, no. 4, pp. 1825-1837, April 2013.
  29. M. M. Shanechi, Z. M. Williams, G. W. Wornell, R. Hu, M. Powers, and E. N. Brown, "A Real-Time Brain-Machine Interface Combining Motor target and Trajectory Intent Using an Optimal Feedback Control Design", PLoS ONE, vol. 8, no. 4, pp. 1-15, April 2013.
  30. A. Tchamkerten, V. Chandar, and G. W. Wornell, "Asynchronous Communication: Capacity Bounds and Suboptimality of Training", IEEE Trans. Inform. Theory, vol. 59, no. 3, pp. 1227-1255, March 2013.
  31. M. M. Shanechi, G. W. Wornell, Z. Williams, and E. N. Brown, "Feedback-Controlled Parallel Point Process Filter for Estimation of Goal-Directed Movements from Neural Signals", IEEE Trans. Neural Syst., Rehab. Eng., vol. 21, no. 1, pp. 129-140, January 2013.
  32. M. M. Shanechi, R. C. Hu, M. Powers, G. W. Wornell, E. N. Brown, and Z. Williams, "Neural Popluation Partitioning and a Concurent Brain-Machine Interface for Sequential Motor Function", Nature Neuroscience, vol. 15, pp. 1715-1722, December 2012.
  33. U. Niesen, D. Shah, and G. W. Wornell, "Caching in Wireless Networks", IEEE Trans. Inform. Theory, vol. 58, no. 10, pp. 6524-6540, October 2012.
  34. U. Erez, M. D. Trott, and G. W. Wornell, "Rateless Coding for Gaussian Channels", IEEE Trans. Inform. Theory, vol. 58, no. 2, pp. 530-547, February 2012.
  35. A. Khisti, S. Diggavi, and G. W. Wornell, "Secret-Key Generation using Correlated Sources and Channels", IEEE Trans. Inform. Theory, vol. 58, no. 2, pp. 652-670, February 2012.
  36. H. Yao, Y. Kochman, and G. W. Wornell, "A Multi-Burst Transmission Strategy for Streaming over Blockage Channels with Long Feedback Delay", J. Select. Areas Commun., vol. 29, no. 10, pp. 2033-2043, December 2011.
  37. A. Khisti, S. N. Diggavi, and G. W. Wornell, "Secret-Key Agreement With Channel State Information at the Transmitter", IEEE Trans. Inform. Forensics Security, vol. 6, no. 3, pp. 1556-6013, September 2011.
  38. A. Khisti and G. W. Wornell, "Secure Transmission with Multiple Antennas II: The MIMOME Wiretap Channel", IEEE Trans. Inform. Theory, vol. 56, no. 11, pp. 5515-5532, November 2010.
  39. A. Khisti and G. W. Wornell, "Secure Transmission with Multiple Antennas I: The MISOME Wiretap Channel", IEEE Trans. Inform. Theory, vol. 56, no. 7, pp. 3088-3104, July 2010.
  40. A. Tchamkerten, V. Chandar, and G. W. Wornell, "Communication under Strong Asynchronism", IEEE Trans. Inform. Theory, vol. 55, no. 10, pp. 4508-4528, October 2009.
  41. A. Accardi and G. W. Wornell, "Quasi Light Fields: Extending the Light Field to Coherent Radiation", J. Op. Soc. Am., vol. 26, no. 9, pp. 2055-2066, September 2009.
  42. V. Divi and G. W. Wornell, "Blind Calibration of Timing Skew in Time-Interleaved Analog-to-Digital Converters", IEEE J. Sel. Topics Signal Processing, vol 3, no. 3, pp. 509-522, June 2009.
  43. U. Niesen, D. Shah, and G. W. Wornell, "Adaptive Alternating Minimization Algorithms", IEEE Trans. Inform. Theory, vol. 55, no. 3, pp. 1423-1429, March 2009.
  44. U. Niesen and A. Tchamkerten, "Tracking Stopping Times Through Noisy Observations", IEEE Trans. Inform. Theory, vol. 55, no. 1, pp. 422-432, January 2009.
  45. E. Martinian, G. W. Wornell, and R. Zamir, "Source Coding with Distortion Side Information", IEEE Trans. Inform. Theory, vol. 54, no. 10, pp. 4638-4665, October 2008.
  46. V. Chandar, A. Tchamkerten, and G. W. Wornell, "Optimal Sequential Frame Synchronization", IEEE Trans. Inform. Theory, vol. 54, no. 8, pp. 3725-3728, August 2008.
  47. A. Khisti, A. Tchamkerten, and G. W. Wornell, "Secure Broadcasting over Fading Channels", IEEE Trans. Inform. Theory, vol. 54, no. 6, pp. 2453-2469, June 2008.
  48. U. Niesen, D. Shah, and G. W. Wornell, "Source Coding with Mismatched Distortion Measures", submitted to IEEE Trans. Inform. Theory, April 2008.
  49. A. Khisti, U. Erez, A. Lapidoth and G. W. Wornell, "Carbon Copying Onto Dirty Paper", IEEE Trans. Inform. Theory, vol. 53, no. 5, pp. 1814-1827, May 2007.
  50. A.S. Cohen, S.C. Draper, E. Martinian, and G. W. Wornell, "Stealing Bits From a Quantized Source", IEEE Trans. Inform. Theory, vol. 52, no. 7, pp. 2965-2985, July 2006.
  51. A. Khisti, U. Erez, and G. W. Wornell, "Fundamental Limits and Scaling Behavior of Cooperative Multicasting in Wireless Networks", IEEE Trans. Inform. Theory, vol. 52, no. 6, pp. 2762-2770, June 2006.
  52. A. Blestas, A. Khisti, D. Reed, and A. Lippman, "A Simple Cooperative Diversity Method Based on Network Path Selection", IEEE J. Select. Areas Commun., vol. 24, no. 3, pp. 659-672, March 2006.
  53. H. Yao, G. W. Wornell, and L. Zheng, "Perspectives on the diversity-multiplexing trade-off in MIMO systems", chaper in Space-Time Wireless Systems (H. Boelcskei, D. Gesbert, C. B. Papadias, and A.-J. van der Veen, eds.), 2006.
  54. J. N. Laneman, E. Martinian, G. W. Wornell, and J. G. Apostolopoulos, "Source-Channel Diversity for Parallel Channels", IEEE Trans. Inform. Theory, vol. 51, no. 10, pp. 3518-3539, October 2005.
  55. E. Martinian, G. W. Wornell, and B. Chen, "Authentication with Distortion Criteria", IEEE Trans. Inform. Theory, vol. 51, no. 7, pp. 2523-2542, July 2005.
  56. S. C. Draper, M. D. Trott, and G. W. Wornell, "A Universal Approach to Queuing with Distortion Control", IEEE Trans. Automat. Contr., vol. 50, no. 4, pp. 532-537, April 2005.
  57. J. N. Laneman, D. N. C. Tse, and G. W. Wornell, "Cooperative Diversity in Wireless Networks: Efficient Protocols and Outage Behavior", IEEE Trans. Inform. Theory, vol. 50, no. 12, pp. 3062-3080, December 2004.
  58. S. C. Draper and G. W. Wornell, "Side Information Aware Coding Strategies for Sensor Networks", J. Select. Areas Commun., Vol 22, No. 6, pp. 966-976, August 2004.
  59. E. Martinian, "Waterfilling Gains O(1/SNR) at high SNR", unpublished notes, February 2004.
  60. Y. C. Eldar and A. M. Chan, "An Optimal Whitening Approach to Linear Multiuser Detection", IEEE Trans. Inform. Theory , vol. 49, pp. 2156-2171, October 2003.
  61. J. N. Laneman and G. W. Wornell, "Distributed Space-Time Coded Protocols for Exploiting Cooperative Diversity in Wireless Networks", IEEE Trans. Inform. Theory, vol. 49, no. 10, pp. 2415-2425, October 2003.
  62. R. J. Barron, B. Chen and G. W. Wornell, "The Duality Between Information Embedding and Source Coding with Side Information and Some Applications", IEEE Trans. Inform. Theory, vol. 49, no. 5. pp 1159-1179, May 2003.
  63. Y. C. Eldar and A. M. Chan, "On the Asymptotic Performance of the Decorrelator", IEEE Trans. Inform. Theory , vol. 49, pp. 2309-2313, January 2003.
  64. A. M. Chan and G. W. Wornell, "A New Class of Efficient Block-Iterative Interference Cancellation Techniques for Digital Communication Receivers", J. VLSI Signal Processing (Special Issue on Signal Processing for Wireless Communication Systems), vol. 30, pp. 197-215, January 2002.
  65. A. M. Chan and G. W. Wornell, "A Class of Block-Iterative Equalizers for Intersymbol Interference Channels: Fixed Channel Results", IEEE Trans. Commun, vol. 49, no. 11, November 2001.
  66. B. Chen and G. W. Wornell, "Quantization Index Modulation: A Class of Provably Good Methods for Digital Watermarking and Information Embedding", IEEE Trans. Inform. Theory, vol. 47, no. 4, pp. 1423-1443, May 2001.
  67. H. C. Papadopoulos, G. W. Wornell, and A. V. Oppenheim, "Sequential Signal Encoding from Noisy Measurements Using Quantizers with Dynamic Bias Control", IEEE Trans. Inform. Theory, vol. 47, no. 3, pp. 978-1002, March 2001.
  68. B. Chen and G. W. Wornell, "Implementations of Quantization Index Modulation Methods for Digital Watermarking and Information Embedding of Multimedia", J. VLSI Signal Processing (Special Issue on Multimedia Signal Processing), vol. 27, pp. 7-33, February 2001.
  69. A. Narula, M. D. Trott, and G. W. Wornell, "Performance Limits of Coded Diversity Methods for Transmitter Antenna Arrays", IEEE Trans. Inform. Theory., Vol. 45, No. 7, pp. 2418-2433, November 1999.
  70. A. C. Singer, A. V. Oppenheim, and G. W. Wornell, "Detection and Estimation of Multiplexed Soliton Signals", IEEE Trans. Signal Processing, Vol. 47, No. 10, pp. 2768 - 2782, October 1999.
  71. J. M. Ooi and G. W. Wornell, "Fast Iterative Coding Techniques for Feedback Channels", IEEE Trans. Inform. Theory, Vol. 44, No. 9, pp. 2960-2976, November 1998.
  72. A. Narula, M. J. Lopez, M. D. Trott, and G. W. Wornell, "Efficient Use of Side Information in Multiple-Antenna Data Transmission over Fading Channels", IEEE J. Selected Areas of Commun., Vol. 16, No. 8, pp. 1423-1436, October 1998.
  73. B. Chen and G. W. Wornell, "Analog Error-Correcting Codes Based on Chaotic Dynamical Systems", IEEE Trans. Commun., Vol. 46, No. 7, pp. 881-890, July 1998.
  74. S. Beheshti, S. H. Isabelle, and G. W. Wornell, "Joint Intersymbol and Multiple-Access Interference Suppression Algorithms for CDMA Systems", European Trans. Telecommun., Special Issue on Code-Division Multiple-Access Techniques for Wireless Communication Systems, Vol. 9, No. 5, pp. 403-418, January 1998.
  75. J. M. Ooi, S. M. Verbout, J. T. Ludwig, and G. W. Wornell, "A Separation Theorem for Periodic Sharing Information Patterns in Decentralized Control", IEEE Trans. Automat. Contr., Vol. 42, No. 11, November 1997.
  76. S. H. Isabelle and G. W. Wornell, "Statistical Analysis and Spectral Estimation Techniques for One-Dimensional Chaotic Signals", IEEE Trans. Signal Processing, Vol. 45, No. 6, June 1997.
  77. G. W. Wornell and M. D. Trott, "Efficient Signal Processing Techniques for Exploiting Transmit Antenna Diversity on Fading Channels", IEEE Trans. Signal Processing, Special Issue on Signal Processing for Advanced Communications, Vol. 45, No. 1, January 1997.
  78. G. W. Wornell, "Emerging Applications of Multirate Signal Processing and Wavelets in Digital Communications", Proc. IEEE, Vol. 84, No. 4, April 1996.
  79. G. W. Wornell, "Spread-Response Precoding for Communication over Fading Channels", IEEE Trans. Inform. Theory, Vol. 42, No. 2, March 1996.
  80. G. W. Wornell, "Spread-Signature CDMA: Efficient Multiuser Communication in the Presence of Fading", IEEE Trans. Inform. Theory, Vol. 41, No. 5, September 1995.
  81. W. M. Lam and G. W. Wornell, "Multiscale Representation and Estimation of Fractal Point Processes", IEEE Trans. Signal Processing, Vol. 43, No. 11, January 1995.
  82. H. C. Papadopoulos and G. W. Wornell, "Maximum Likelihood Estimation of a Class of Chaotic Signals", IEEE Trans. Inform. Theory, Vol. 41, No. 1, January 1995.
  83. G. W. Wornell, "Wavelet-Based Representations for the 1/f Family of Fractal Processes", Proc. IEEE, Vol. 81, No. 10, October 1993.
  84. G. W. Wornell and A. V. Oppenheim, "Wavelet-Based Representations for a Class of Self-Similar Signals with Application to Fractal Modulation", IEEE Trans. Inform. Theory, Vol. 38, No. 2, March 1992.
  85. G. W. Wornell and A. V. Oppenheim, "Estimation of Fractal Signals from Noisy Measurements Using Wavelets", IEEE Trans. Signal Processing, Vol. 40, No. 3, March 1992.
  86. G. W. Wornell, "A Karhunen-Loeve-like Expansion for 1/f Processes via Wavelets", IEEE Trans. Inform. Theory, Vol. 36, No. 4, July 1990.