Noiseless data compression with low-density parity-check codes

Caire, Giuseppe;Shamai, Shlomo;Verdu, Sergio

This paper presents a new approach to universal noiseless com- pression based on error correcting codes. The scheme is based on the concatenation of the Burrows-Wheeler block sorting transform (BWT) with the syndrome former of a Low-Density Parity-Check (LDPC) code. The proposed scheme has linear encoding and decoding times and uses a new closed-loop iterative doping algorithm that works in conjunction with belief-propagation decoding. Unlike the leading data compression methods our method is resilient against errors, and lends itself to joint source-channel encoding/decoding; fur- thermore it offers very competitive data compression performance.


Type:
Book
Date:
2004-09-01
Department:
Communication systems
Eurecom Ref:
1604
Copyright:
© DIMACS. Personal use of this material is permitted. The definitive version of this paper was published in and is available at :
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PERMALINK : https://www.eurecom.fr/publication/1604