• DocumentCode
    3048780
  • Title

    Design of tree-structured multiple description vector quantizers

  • Author

    Cardinal, Jean

  • Author_Institution
    Dept. of Comput. Sci., Univ. Libre de Bruxelles, Belgium
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    23
  • Lastpage
    32
  • Abstract
    We present a new multiple description source coding scheme based on tree-structured vector quantization (TSVQ). In this scheme, the codebook of each decoder is organized in a binary tree. The encoding is greedy and based on a sequence of binary decisions as in traditional TSVQ. Each binary decision of the encoder corresponds to adding information on one of the available channels and the encoding complexity can be shown to be proportional to the total bitrate. We describe the encoder structure for the two-channel case, and propose an entropy-constrained design algorithm based on marginal return analysis. Experimental results on a Gaussian source are presented for various design parameters and the generalization of the scheme to more than two channels is outlined
  • Keywords
    Gaussian processes; channel coding; computational complexity; decision theory; decoding; entropy; source coding; vector quantisation; Gaussian source; TSVQ; binary decisions; binary tree; codebook; design parameters; encoder structure; encoding complexity; entropy-constrained design algorithm; marginal return analysis; multiple description source coding scheme; total bitrate; tree-structured multiple description vector quantizers; tree-structured vector quantization; two-channel case; Algorithm design and analysis; Annealing; Binary trees; Computer science; Data communication; Design methodology; Iterative decoding; Lattices; Source coding; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2001. Proceedings. DCC 2001.
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-1031-0
  • Type

    conf

  • DOI
    10.1109/DCC.2001.917133
  • Filename
    917133