Lossless data compression with error correcting codes

Caire, Giuseppe;Shamai, Shlomo Shitz;Verdu, Sergio
ISIT 2003, IEEE International Symposium on Information Theory, June 29-July 4, 2003, Yokohama, Japan

Existing zero-error variable-length data compression algorithms suffer from sensitivity to transmission errors and error propagation across packets when used in packet-based data transmission through noisy channels. We propose a new approach to lossless data compression based on error correcting codes and the block-sorting transform. The proposed data compression scheme is compared with the universal algorithm for a four-state Markov chain in comparison with LZ (gzip) and a conventional BWT-based compressor (bzip). Although the comparison is quite encouraging, the main motivation and advantages of our scheme over the conventional separation-based approach accrue in the joint source/channel setting.


DOI
Type:
Conference
City:
Yokohama
Date:
2003-06-29
Department:
Communication systems
Eurecom Ref:
1332
Copyright:
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