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IT I: Programm

Lectures Fall Semester 2011
Date
Topic
Lecturer
Place
21.09.2011 Block diagram of a communications system, chance variables, entropy, relative entropy Amos Lapidoth
ETZ E9
28.09.2011 Concave functions, Jensen's inequality, divergence inequality, joint entropy, conditional entropy, mutual information, chain rule Amos Lapidoth ETZ E9
5.10.2011 Fano's Inequality, source codes, nonsingular codes, extension of a code, uniquely decodable codes, prefix-free codes, Kraft's Inequality Amos Lapidoth ETZ E9
12.10.2011 Converse to Kraft's inequality, bounds on the expected description length of one-to-variable source-codes, mismatched source-coding Amos Lapidoth ETZ E9
19.10.2011 Huffman's procedure, proof of optimality of Huffman codes, typicality, strong/weak typicality, type class Amos Lapidoth ETZ E9
26.10.2011 Properties of the typical set, the source coding theorem Amos Lapidoth ETZ E9
2.11.2011 Discrete memoryless channels, the binary symmetric channel, the binary erasure channel, channel capacity, weakly symmetric channels Amos Lapidoth ETZ E9
9.11.2011 Markov chains, data processing inequalities, log-sum inequality, concavity and convexity properties of entropy, relative entropy and mutual information Amos Lapidoth ETZ E9
16.11.2011 Kuhn-Tucker conditions, definition of achievable rates and channel capacity, converse part of the channel coding theorem Amos Lapidoth ETZ E9
23.11.2011 Joint weak typicality, direct part of the channel coding theorem. Amos Lapidoth ETZ E9
30.11.2011 Feedback in DMCs, scalar quantization, vector quantization, main theorem of rate-distortion theory, the rate-distortion function Amos Lapidoth ETZ E9
7.12.2011 Direct part of the rate-distortion theorem Amos Lapidoth ETZ E9
14.12.2011 Converse part of the rate-distortion theorem, source-channel separation, remote sources Amos Lapidoth ETZ E9
21.12.2011 Slepian-Wolf distributed source coding Amos Lapidoth ETZ E9
 

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