|
Home
| Subject Search
| Help
| Symbols Help
| Pre-Reg Help
| Final Exam Schedule
| My Selections
|
Searched for: 1 subject found.
6.441 Information Theory
(
)
Prereq: 6.041B
Units: 3-0-9
http://stellar.mit.edu/S/course/6/sp19/6.441/index.html
Lecture: TR11-12.30 (36-156) +final
Mathematical definitions of information measures, convexity, continuity, and variational properties. Lossless source coding; variable-length and block compression; Slepian-Wolf theorem; ergodic sources and Shannon-McMillan theorem. Hypothesis testing, large deviations and I-projection. Fundamental limits of block coding for noisy channels: capacity, dispersion, finite blocklength bounds. Coding with feedback. Joint source-channel problem. Rate-distortion theory, vector quantizers. Advanced topics include Gelfand-Pinsker problem, multiple access channels, broadcast channels (depending on available time).
M. Medard
No textbook information available
| ||||||||
