• DocumentCode
    754392
  • Title

    Robust multiplexed codes for compression of heterogeneous data

  • Author

    Jégou, Hervè ; Guillemot, Christine

  • Author_Institution
    IRISA/ENS Cachan, Univ. of Rennes I, France
  • Volume
    51
  • Issue
    4
  • fYear
    2005
  • fDate
    4/1/2005 12:00:00 AM
  • Firstpage
    1393
  • Lastpage
    1407
  • Abstract
    Compression systems of real signals (images, video, audio) generate sources of information with different levels of priority which are then encoded with variable-length codes (VLCs). This paper addresses the issue of robust transmission of such VLC encoded heterogeneous sources over error-prone channels. VLCs are very sensitive to channel noise: when some bits are altered, synchronization losses can occur at the receiver. This paper describes a new family of codes, called multiplexed codes, that confine the de-synchronization phenomenon to low-priority data while reaching asymptotically the entropy bound for both (low- and high-priority) sources. The idea consists of creating fixed-length codes for high-priority information and of using the inherent redundancy to describe low-priority data, hence the name multiplexed codes. Theoretical and simulation results reveal a very high error resilience at almost no cost in compression efficiency.
  • Keywords
    entropy codes; source coding; synchronisation; variable length codes; VLC; desynchronization phenomenon; entropy codes; error-prone channels; fixed-length codes; heterogeneous data compression; multiplexed codes; source coding; synchronization loss; variable-length codes; Costs; Entropy; Image coding; Image generation; Information resources; Noise robustness; Redundancy; Resilience; Signal generators; Video compression; Data communication; data compression; entropy codes; source coding; variable-length codes (VLCs);
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2005.844061
  • Filename
    1412032