Entropy, mutual information, and Shannon's coding theorems; lossless source coding, Huffman, Shannon-Fano-Elias, and arithmetic codes; channel capacity; rate-distortion theory, and lossy source coding; source-channel coding; algorithmic complexity and information; applications of information theory in various fields.

Prerequisites: ECE 139, or PSTAT 120A-B or equivalent.

4

Units

Letter

Grading

1, 2, 3

Passtime

None

Level Limit

Engineering

College
YU Q
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