• DocumentCode
    1062682
  • Title

    Tree-structured oversampled filterbanks as joint source-channel codes: application to image transmission over erasure channels

  • Author

    Motwani, Ravi ; Guillemot, Christine

  • Author_Institution
    Data Storage Inst., Singapore
  • Volume
    52
  • Issue
    9
  • fYear
    2004
  • Firstpage
    2584
  • Lastpage
    2599
  • Abstract
    This paper studies oversampled filterbanks for robust transmission of multimedia signals over erasure channels. Oversampled filterbanks implement frame expansions of signals in l2(Z). The dependencies between the expansion coefficients introduced by the oversampled filterbank are first characterized both in the z-domain and in the time-domain. Conditions for recovery of some typical erasure patterns like bursty erasure patterns are derived. The analysis leads to the design of two erasure recovery algorithms that are first studied without quantization noise. The reconstruction algorithm derived from the time-domain analysis exploits the fact that an oversampled filterbank represents signals with more than one set of basis functions. The erased samples are first reconstructed from the received ones, and then, signal space projection is applied. The effect of quantization noise on the reconstructed signal is studied for both algorithms. Using image signals, the theoretical results are validated for a number of erasure patterns, considering unequal error protection enabled tree-structured decompositions.
  • Keywords
    channel bank filters; combined source-channel coding; image coding; image reconstruction; image sampling; multimedia communication; noise; time-domain analysis; visual communication; bursty erasure pattern; erasure channels; erasure recovery algorithm; image transmission; joint source-channel codes; multimedia signals; quantization noise; robust transmission; signal space projection; tree-structured oversampled filterbanks; Algorithm design and analysis; Image coding; Image communication; Image reconstruction; Quantization; Reconstruction algorithms; Robustness; Streaming media; Time domain analysis; Transport protocols; Erasure resilient coding; frames; joint source-channel coding; multiple description coding; oversampled filterbanks;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2004.832027
  • Filename
    1323265