Presentation 2009-03-10
On the Admissible Rate Region of Slepian-Wolf Coding Problem with LDPC Code and Mismatched Decoder
Kazuhiro YAMASAKI, Ryutaroh MATSUMOTO, Tomohiko UYEMATSU,
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Abstract(in English) Recently, the application of the low density parity check (LDPC) codes to Slepian-Wolf source coding problem is studied, and the sum-product algorithm, that can approximately emulate maximum a posteriori probability (MAP) decoding, is known as the practically efficient decoding scheme for the LDPC codes. The sum-product algorithm uses the probability distribution with estimation error to decode the encoded data. In Slepian-Wolf source coding problem with such decoding scheme, the admissible rate region has not been derived yet. In this paper, we derive an inner bound on the admissible rate region for Slepian-Wolf source coding problem with mismatched decoder and the encoders satisfying some constraints. Furthermore, our inner bound can be achieved by LDPC codes.
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Keyword(in English) Slepian-Wolf coding / mismatched decoding / LDPC code
Paper # IT2008-102,ISEC2008-160,WBS2008-115
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Committee ISEC
Conference Date 2009/3/2(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) On the Admissible Rate Region of Slepian-Wolf Coding Problem with LDPC Code and Mismatched Decoder
Sub Title (in English)
Keyword(1) Slepian-Wolf coding
Keyword(2) mismatched decoding
Keyword(3) LDPC code
1st Author's Name Kazuhiro YAMASAKI
1st Author's Affiliation Department of Computer Science, Tokyo Institute of Technology()
2nd Author's Name Ryutaroh MATSUMOTO
2nd Author's Affiliation Department of Communications and Integrated Systems, Tokyo Institute of Technology
3rd Author's Name Tomohiko UYEMATSU
3rd Author's Affiliation Department of Communications and Integrated Systems, Tokyo Institute of Technology
Date 2009-03-10
Paper # IT2008-102,ISEC2008-160,WBS2008-115
Volume (vol) vol.108
Number (no) 473
Page pp.pp.-
#Pages 7
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