Presentation 2007-01-30
Lossy Source Coding Algorithm Using Lossless Multi-terminal Source Codes
Jun MURAMATSU, Shigeki MIYAKE,
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Abstract(in English) A lossy source coding algorithm is presented that employs lossless multi-terminal source codes. With nearly optimal lossless multi-terminal source codes, the proposed algorithm achieves the rate-distortion limit. The construction of lossless multi-terminal source codes, which are needed for the lossy source coding algorithm, can be realized by using sparse matrices, known as Low Density Parity Check (LDPC) matrices, or Turbo codes, and practically efficient decoding algorithms such as the Belief Propagation (BP) algorithm and the Linear Codes Linear Program (LCLP) algorithm.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) lossy source coding / lossless multi-terminal source coding / rate-distortion limit / sparse matrices / Turbo codes / Belief Propagation algorithm / Linear Codes Linear Program algorithm
Paper # IT2006-50
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Committee IT
Conference Date 2007/1/23(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Lossy Source Coding Algorithm Using Lossless Multi-terminal Source Codes
Sub Title (in English)
Keyword(1) lossy source coding
Keyword(2) lossless multi-terminal source coding
Keyword(3) rate-distortion limit
Keyword(4) sparse matrices
Keyword(5) Turbo codes
Keyword(6) Belief Propagation algorithm
Keyword(7) Linear Codes Linear Program algorithm
1st Author's Name Jun MURAMATSU
1st Author's Affiliation NTT Communication Science Laboratories, NTT Corporation()
2nd Author's Name Shigeki MIYAKE
2nd Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
Date 2007-01-30
Paper # IT2006-50
Volume (vol) vol.106
Number (no) 516
Page pp.pp.-
#Pages 6
Date of Issue