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

Publications

Doctoral Theses

  1. G. C. F. Lee, "Machine Learning for Data-Driven Signal Separation and Interference Mitigation in Radio-Frequency Communication Systems", Doctoral Thesis, September 2023.
  2. T. Arikan, "Data-Driven Localization and Structure Learning in Reverberant Underwater Acoustic Environments", Doctoral Thesis, May 2023.
  3. J. K-W. Lee, "Maximal Correlation Feature Selection and Suppression With Applications", Doctoral Thesis, 2021.
  4. A. Yedidia, "Analysis and Optimization of Occluder-Based Imaging", Doctoral Thesis, 2020.
  5. G. Ajjanagadde, "Fourier Analysis on the Hypercube, the Coefficient Problem, and Applications", Doctoral Thesis, 2020.
  6. X. Zhang, "Intelligible Models for Learning Categorical Data via Generalized Fourier Spectrum", Doctoral Thesis, 2019.
  7. G. Shulkind, "Efficient Data Collection Strategies for Rapid Learning in Physical Environments", Doctoral Thesis, 2018.
  8. G. Joshi, "Efficient Redundancy Techniques to Reduce Delay in Cloud Systems", Doctoral Thesis, 2016.
  9. Q. He, "An Architecture for Low-Power Voice-Command Recognition Systems", Doctoral Thesis, 2016.
  10. Y.-z. Huang, "Model-Code Separation Architectures for Compression Based on Message-Passing", Doctoral Thesis, 2015.
  11. D. Wang, "Computing with Unreliable Resources: Design, Analysis and Algorithms", Doctoral Thesis, 2014.
  12. J. Krieger, "Architectures and System Design for Digitally-Enhanced Antenna Arrays", Doctoral Thesis, 2014.
  13. M. M. Shanechi, "Real-Time Brain-Machine Interface Architectures: Neural Decoding from Plan to Movement", Doctoral Thesis, 2011.
  14. A. Accardi, "Generating Pictures from Waves: Aspects of Image Formation", Doctoral Thesis, 2010.
  15. V. Chandar, "Sparse Graph Codes for Compression, Sensing, and Secrecy", Doctoral Thesis, 2010.
  16. C. Swannack, "Channel State Quantization in MIMO Broadcast Systems: Architectures and Codes", Doctoral Thesis, 2010.
  17. U. Niesen, "Scaling Laws for Heterogeneous Wireless Networks", Doctoral Thesis, 2009.
  18. A. Khisti, "Algorithms and Architectures for Multiuser, Multiterminal, and Multilayer Information-Theoretic Security", Doctoral Thesis, 2008.
  19. L. Brooks, "Circuits and Algorithms for Pipelined ADCs in Scaled CMOS Technologies", Doctoral Thesis, 2008.
  20. V. Divi, "Estimation and Calibration Algorithms for Distributed Sampling Systems", Doctoral Thesis, 2008.
  21. E. W. Huang, "Circuit-Aware System Design Techniques for Wireless Communication", Doctoral Thesis, 2006.
  22. E. Martinian, "Dynamic Information and Constraints in Source and Channel Coding", Doctoral Thesis, 2004.
  23. A. Chan, "A Framework for Low-Complexity Iterative Interference Cancellation in Communication Systems", Doctoral Thesis, 2004.
  24. H. Yao, "Efficient Signal, Code, and Receiver Designs for MIMO Communication Systems", Doctoral Thesis, 2003.
  25. M. J. Lopez, "Multiplexing, Scheduling, and Multicasting Strategies for Antenna Arrays in Wireless Networks", Doctoral Thesis, 2002.
  26. J. N. Laneman, "Cooperative Diversity in Wireless Networks: Algorithms and Architectures", Doctoral Thesis, 2002.
  27. S. C. Draper, "Successive Structuring of Source Coding Algorithms for Data Fusion, Buffering, and Distribution in Networks", Doctoral Thesis, 2002.
  28. B. Chen, "Design and Analysis of Digital Watermarking, Information Embedding, and Data Hiding Systems", Doctoral Thesis, 2000.
  29. H. C. Papadopoulos, "Efficient Digital Encoding and Estimation of Noisy Signals", Doctoral Thesis, 1998.
  30. J. M. Ooi, "A Framework for Low-Complexity Communication over Channels with Feedback", Doctoral Thesis, 1998.
  31. W. M. Lam, "Multiscale Methods for the Analysis and Application of Fractal Point Processes and Queues", Doctoral Thesis, 1997.
  32. S. H. Isabelle, "A Signal Processing Framework for the Analysis and Application of Chaotic Systems", Doctoral Thesis, 1995.