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Statistical-mechanical approach to the distributed source coding

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1 Author(s)
Murayama, T. ; Lab. for Math. Neurosci., RIKEN Brain Sci. Inst., Saitama, Japan

The Slepian-Wolf system is analyzed using statistical physics. In our framework, two correlated sequences are separately compressed into shorter codewords employing linear codes, which will be jointly decoded by a practical algorithm. Our analysis shows that the achievable rate region is described as phase transitions, assuming any kind of correlation.

Published in:

Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on  (Volume:1 )

Date of Conference:

14-17 Sept. 2003