• DocumentCode
    1283063
  • Title

    Rate Distortion With Side-Information at Many Decoders

  • Author

    Timo, Roy ; Chan, Terence ; Grant, Alex

  • Author_Institution
    Inst. for Telecommun. Res., Univ. of South Australia, Mawson Lakes, SA, Australia
  • Volume
    57
  • Issue
    8
  • fYear
    2011
  • Firstpage
    5240
  • Lastpage
    5257
  • Abstract
    We present an achievable rate region for the multistage successive-refinement problem with side-information. We also present an upper bound for the rate-distortion function for lossy source coding with side-information at many decoders. Characterising this rate-distortion function is a long-standing open problem, and it is widely believed that the tightest upper bound is provided by Theorem 2 of Heegard and Berger´s paper “Rate distortion when side information may be absent” (IEEE Trans. Inf. Theory, 1985). We give a counterexample to Heegard and Berger´s result.
  • Keywords
    decoding; source coding; decoders; long-standing open problem; lossy source coding; multistage successive-refinement problem; rate distortion function; side information; Decoding; Distortion measurement; Markov processes; Random variables; Rate-distortion; Source coding; Upper bound; Rate distortion theory; side information; successive refinement of information;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2011.2158472
  • Filename
    5961849