Multiterminal Source Coding under Logarithmic Loss

Details Multiterminal Source Coding under Logarithmic Loss Multiterminal Source Coding under Logarithmic Loss

2011-10-13

arxiv.org/abs/1110.3069v2

Computer Science

Information Theory

43 pages, 5 figures. Submitted to IEEE Transactions on Information Theory, partial version submitted to IEEE International Sym

Scientific paper

We consider the classical multiterminal source coding problem subject to distortion constraints computed using the logarithmic loss distortion measure. We provide a single-letter description of the achievable rate distortion region for arbitrarily correlated sources with finite alphabets. In doing so, we also give the rate distortion region for the $m$-encoder CEO problem. Several applications and examples are given.

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