Chapters 4, 6 of Kumar and Varaiya.
Multiple Access, Distributed Sources, and other Multiuser Problems
(8 lectures):
- 1/31,2/05,2/06,2/07: The multiple access channel, Slepian-Wolf
coding, duality:
- Cover and Thomas, 14.3-5.
- 2/12: Student presentation on broadcast channels (Gokhan Mergen):
- T. M. Cover: Broadcast Channels.
- E. C. van der Meulen. A Survey of Multi-Way Channels in
Information Theory: 1961-1976.
- Cover and Thomas, 14.6.
- 2/14: Student presentation on multiple description source coding
(Jay Chang):
- L. H. Ozarow: On a Source-Coding Problem with Two
Channels and Three Receivers.
- A. A. El Gamal, T. M. Cover: Achievable Rates for
Multiple Descriptions.
- 2/19: Source coding with side information:
- 2/21: Network flows, the max-flow/min-cut theorem, and open
research problems.
- Cormen, Leiserson and Rivest: Introduction to
Algorithms, Chapter 27.
- Cover and Thomas, 14.10.
Reading assignments: material from presentations.
Code Constructions and Performance Analysis (6 lectures):
- 2/26: Quantization with side information:
- S. Shamai, S. Verdu, R. Zamir: Systematic Lossy
Source/Channel Coding.
- R. Zamir, S. Shamai: Nested Linear/Lattice Codes for
Wyner/Ziv Encoding.
- S. D. Servetto: Quantization with Side Information:
Lattice Codes, Asymptotics, and Applications in Wireless
Networks.
- 2/28: Capacity and coding for timing packet channels:
- S. D. Servetto, M. Vetterli: Phantom-Based Communication
in Packet Channels.
- 3/05: Student presentation on multiple description quantization
(Chao Tian):
- V. A. Vaishampayan. Design of Multiple Description
Scalar Quantizers.
- 3/06: Student presentation on network huffman codes (Wen Xu):
- Q.Zhao, M.Effros. Optimal Code Design for Lossless
and Near Lossless Source Coding in Multiple Access Networks.
- 3/07: Distributed parity computation:
- R. G. Gallager. Finding Parity in a Simple Broadcast
Network.
- 3/12-14: no class (I am away).
- 3/19-21: no class (winter break).
- 3/26: no class (I am away).
- 3/27: Open research problems.
Reading assignments: material from presentations.
Networking Problems with an Information Theoretic Flavor (9 lectures):
- 3/28: Small worlds graphs:
- J. Kleinberg. The Small World Phenomenon: An Algorithmic
Perspective.
- 4/02: Student presentation on the capacity of wireless networks
(Uju Ndili):
- P. Gupta, P. R. Kumar. The Capacity of Wireless Networks.
- 4/04: Student presentation on the timing capacity of queues (Xiaofei Wang):
- V. Anantharam, S. Verdu. Bits Through Queues.
- 4/09,4/11: Multiaccess issues in networks:
- Bertsekas and Gallager, Chapter 4 (Sections 4.2,4.3).
- 4/16-18: no class (I am away).
- 4/23,4/25: Controlled Queues:
- R. Cristescu, S. D. Servetto. Queues under Feedback Control.
- 4/30: Invariant Measures for Markov Chains in Metric Spaces:
- Meyn and Tweedie, selected topics from Chapters 4,5,8,10.
- 5/02: Final lecture, on open research problems.
Reading assignments: material from presentations.