• DocumentCode
    3131130
  • Title

    Multiterminal source coding under logarithmic loss

  • Author

    Courtade, Thomas A. ; Weissman, Tsachy

  • Author_Institution
    Dept. of Electr. Eng., Univ. of California, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    761
  • Lastpage
    765
  • Abstract
    We consider the two-encoder multiterminal source coding problem subject to distortion constraints computed under logarithmic loss. We provide a single-letter description of the achievable rate distortion region for arbitrarily correlated sources with finite alphabets. In doing so, we also give the rate distortion region for the CEO problem under logarithmic loss. Notably, the Berger-Tung inner bound is tight in both settings.
  • Keywords
    distortion; source coding; Berger-Tung inner bound; CEO problem; distortion constraints; finite alphabets; logarithmic loss; rate distortion region; single-letter description; two-encoder multiterminal source coding problem; Distortion measurement; Joints; Loss measurement; Random variables; Rate-distortion; Source coding; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6284661
  • Filename
    6284661
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3131130