Suggested Topics For 6.975
- Universal Data Compression:
- "Grammar-Based Codes: A New Class of Universal Lossless Source Codes"
- "Efficient Universal Lossless Data Compression Algorithms Based on a
Greedy Sequential Grammar Transofrm--Part One: Without Context
Models"
- "Data Compression using adapative coding and partial string matching"
by Cleary and Witten 1984 issue of IEEE Trans. Comm., volume 32, issue
4, pages 396-402
- "Universal lossless source coding with the Burrows Wheeler transform"
Effros, M.; Visweswariah, K.; Kulkarni, S.R.; Verdu, S.
IEEE Trans. Inform. Theory, Volume: 48 Issue: 5 , May 2002
Page(s): 1061 -1081
- PPM performance with BWT complexity: a fast and effective data
compression algorithm
Effros, M.
Proceedings of the IEEE , Volume: 88 Issue: 11 , Nov. 2000
Page(s): 1703 -1712
- "Natural Type Selection in Adaptive Lossy Compression"
by R. Zamir and K. Rose
IEEE Transactions on Information Theory,
pp. 99-111, Jan. 2001.
- Fading Channels
- "Multiaccess fading channels I: polymatroid structure, optimal
resource allocation and throughput capacities"
by Tse and Hanly, IEEE Trans. Inform. Theory, November 1998
- "Multiaccess fading channels II: Delay-limited capacities"
by Tse and Hanly, IEEE Trans. Inform. Theory, November 1998
- "Bandwidth scaling for fading multipath channels"
by Medard and Gallager, IEEE Trans. Inform. Theory, April, 2002
- Belief propagation
- "Belief Propagation on Partially Ordered Sets"
by Bob McEliece and Muhammed Yildirim,
http://www.systems.caltech.edu/EE/Faculty/rjm/
- "The Generalized Distributive Law"
B. McEliece and S. M. Aji. IEEE Trans. Inform. Theory,
vol. 46, no. 2 (March 2000), pp. 325--343.
- "On Factor Graphs and the Fourier Transform",
Y. Mao and F. R. Kschischang,
submitted to IEEE Transaction on Information Theory
http://www.comm.toronto.edu/~yymao/pub.htm
- "Kalman Filtering, Graphs, and Electrical Networks"
http://www.nd.edu/~mtns/papers/13997_3.pdf
- A Tutorial on the EM Algorithm
- Connections between the Arimoto-Blahut Algorithm and the EM Algorithm
- Connections between Statistical Physics and Belief Propagation
- Factor graphs and the sum-product algorithm
Kschischang, F.R.; Frey, B.J.; Loeliger, H.-A.
Information Theory, IEEE Transactions on , Volume: 47 Issue: 2 , Feb 2001
Page(s): 498 -519
- Algebraic Geometry Codes
- "Improved Decoding of Reed-Soloman and Algebraic Geometry Codes"
Guruswami and Sudan, IEEE Trans. Inform. Theory, September, 1999
- Adaptive signal processing, adaptive modulation
- Networks, higher layer protocols and issues
- Graphical models for estimation
- Speech/Image processing
- Statistical learning theory
- Timing channels, bits through queues, Poisson channels
- Wireless communication
- Coding
- Equalization
- Multiuser detection
- Source coding
- Source coding with side-information
- Watermarking
- ESPRIT/MUSIC
- Quantum information theory
Last modified 9/4/2002 by emin@allegro.mit.edu.