• DocumentCode
    2477597
  • Title

    n-channel multiple descriptions: theory and constructions

  • Author

    Puri, Rohit ; Pradhan, S. Sandeep ; Ramchandran, Kannan

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    262
  • Lastpage
    271
  • Abstract
    We present new achievable rate regions and code constructions for the symmetric n-channel multiple descriptions (MD) coding problem (Puri et al. (2002)) for n>2. Our approach is inspired by unexplored connections between MD and the problem of distributed source coding (Slepian et al. (1973); Wyner et al. (1976)). For illustrative clarity, we restrict our focus to the important special case relating to (n, k) source-channel erasure codes (Pradhan et al. (2001)). This involves n encodings of a source with the goal of maximizing its reconstruction fidelity with the availability of any k of them, while strictly improving this reconstruction fidelity with the availability of more than k descriptions. We describe the underlying information-theoretic framework, and then formulate practical constructions based on scalar quantizers and linear channel codes for the n=3 case to illustrate our concepts.
  • Keywords
    combined source-channel coding; linear codes; optimisation; quantisation (signal); code constructions; distributed source coding; encodings; information-theoretic framework; linear channel codes; n-channel multiple description coding; rate regions; reconstruction fidelity maximization; scalar quantizers; source-channel erasure codes; Availability; Data compression; Decoding; Error correction codes; Linear code; Rate-distortion; Source coding; Statistical distributions; Transform coding; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2002. Proceedings. DCC 2002
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-1477-4
  • Type

    conf

  • DOI
    10.1109/DCC.2002.999964
  • Filename
    999964