• DocumentCode
    3420817
  • Title

    High-rate analysis of source coding for symmetric error channels

  • Author

    Murthy, Chandra R. ; Rao, Bhaskar D.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
  • fYear
    2006
  • fDate
    28-30 March 2006
  • Firstpage
    163
  • Lastpage
    172
  • Abstract
    In this paper, new results are derived for the high-rate performance of source coding for symmetric error channels (i.e., a channel where all index errors are equally likely) for a large class of distortion measures. Expressions are derived for the expected distortion including the effect of channel errors as the number of quantization levels N gets large. It is shown that the distortion can asymptotically be approximated as the sum of the source quantization distortion and the channel error induced distortion. In addition, the expressions obtained can be used to glean key insights on the relative amounts of source and channel coding necessary to attain a balanced system, i.e., one where neither the distortion caused by the source quantization nor the distortion caused by channel errors dominate the performance. Optimization of the codebook for minimizing the expected distortion is also considered, and theoretical expressions are derived for the optimal point density.
  • Keywords
    channel coding; distortion; source coding; vector quantisation; channel coding; channel error induced distortion; codebook; expected distortion; optimal point density; quantization levels; source coding; source quantization distortion; symmetric error channels; Channel coding; Communication systems; Computer errors; Data compression; Distortion measurement; Electric variables measurement; Redundancy; Source coding; Speech; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2006. DCC 2006. Proceedings
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-2545-8
  • Type

    conf

  • DOI
    10.1109/DCC.2006.38
  • Filename
    1607251