CENG 511
Advanced Information Theory
This course will begin by explaining the methods of types. It will then address the rate distortion theory. It will also cover multiple-users channels and channels with random parameters. Finally, correlated source encoding will be provided.
| Topics |
| Method of types |
| Method of types, large deviation theory |
| Large deviation theory, conditional limit theorem |
| Conditional limit theorem, joint and conditional types |
| Strongly typical sets |
| Strongly typical sets, rate distortion theory |
| Rate distortion theory |
| Rate distortion theory |
| Rate distortion function |
| Multiple descriptions |
| Wyner-Ziv problem |
| Slepian-Wolf problem |
| Multiple-Access Channel |
| Multiple-Access Channel |
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