Title :
Lossless data compression with error correcting codes
Author :
Caire, Giuseppe ; Shamai, Shlomo ; Verdú, Sergio
Author_Institution :
Inst. Eurecom, Sophia-Antipolis, France
fDate :
29 June-4 July 2003
Abstract :
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.
Keywords :
data compression; error correction codes; parity check codes; block-sorting transform; error correcting codes; lossless data compression; low density parity check matrix; noisy channels; packet-based data transmission; Data communication; Data compression; Decoding; Entropy; Error analysis; Error correction codes; Iterative algorithms; Parity check codes; Sorting; Symmetric matrices;
Conference_Titel :
Information Theory, 2003. Proceedings. IEEE International Symposium on
Print_ISBN :
0-7803-7728-1
DOI :
10.1109/ISIT.2003.1228036