Lossy source coding algorithm using lossless multi-terminal source codes

A lossy source coding algorithm is presented that employs lossless multi-terminal source codes. By using 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...

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Vydáno v:2008 International Symposium on Information Theory and its Applications s. 1 - 6
Hlavní autoři: Muramatsu, J., Miyake, S.
Médium: Konferenční příspěvek
Jazyk:angličtina
japonština
Vydáno: IEEE 01.12.2008
Témata:
Laboratories
Linear code
Maximum likelihood decoding
Parity check codes
Probability distribution
Propagation losses
Rate-distortion
Source coding
Sparse matrices
Turbo codes
ISBN:9781424420681, 1424420687
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Shrnutí:A lossy source coding algorithm is presented that employs lossless multi-terminal source codes. By using 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.
ISBN:9781424420681
1424420687
DOI:10.1109/ISITA.2008.4895482