• DocumentCode
    3509391
  • Title

    The rate-distortion function for product of two sources with side-information at decoders

  • Author

    Watanabe, Shun

  • Author_Institution
    Dept. of Inf. Sci. & Intell. Syst., Univ. of Tokushima, Tokushima, Japan
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    2761
  • Lastpage
    2765
  • Abstract
    This paper investigates a lossy source coding problem in which two decoders can access their side-information respectively. The correlated sources are a product of two component correlated sources, and we exclusively investigate the case such that each component is degraded. We show the rate-distortion function for that case, and give the following observations. When the components are degraded in matched order, the rate distortion function of the product sources is equal to the sum of the component-wise rate distortion functions. On the otherhand, the former is strictly smaller than the latter when the component sources are degraded in mismatched order.
  • Keywords
    correlation theory; rate distortion theory; source coding; correlated sources; decoders; lossy source coding; mismatched order; product sources; rate distortion function; Decoding; Random variables; Rate-distortion; Source coding; Tin; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
  • Conference_Location
    St. Petersburg
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4577-0596-0
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2011.6034076
  • Filename
    6034076