• DocumentCode
    2000557
  • Title

    Lossless data compression with error correcting codes

  • Author

    Caire, Giuseppe ; Shamai, Shlomo ; Verdú, Sergio

  • Author_Institution
    Inst. Eurecom, Sophia-Antipolis, France
  • fYear
    2003
  • fDate
    29 June-4 July 2003
  • Firstpage
    22
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2003. Proceedings. IEEE International Symposium on
  • Print_ISBN
    0-7803-7728-1
  • Type

    conf

  • DOI
    10.1109/ISIT.2003.1228036
  • Filename
    1228036