• DocumentCode
    1495226
  • Title

    Two-Way Source Coding With a Helper

  • Author

    Permuter, Haim H. ; Steinberg, Yossef ; Weissman, Tsachy

  • Author_Institution
    Dept. of Electr. & Comput. Eng. Dept., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
  • Volume
    56
  • Issue
    6
  • fYear
    2010
  • fDate
    6/1/2010 12:00:00 AM
  • Firstpage
    2905
  • Lastpage
    2919
  • Abstract
    Consider the two-way rate-distortion problem in which a helper sends a common limited-rate message to both users based on side information at its disposal. We characterize the region of achievable rates and distortions when the Markov relation (Helper)-(User 1)-(User 2) holds. The main insight of the result is that in order to achieve the optimal rate, the helper may use a binning scheme, as in Wyner-Ziv, where the side information at the decoder is the ¿further¿ user, namely, User 2. We derive these regions explicitly for the Gaussian sources with square error distortion, analyze a tradeoff between the rate from the helper and the rate from the source, and examine a special case where the helper has the freedom to send different messages, at different rates, to the encoder and the decoder. The converse proofs use a technique for verifying Markov relations via undirected graphs.
  • Keywords
    Gaussian processes; Markov processes; decoding; graph theory; rate distortion theory; source coding; Gaussian sources; Markov relations; Wyner-Ziv source coding; binning scheme; decoder; encoder; helper; limited-rate message; square error distortion; two-way rate-distortion problem; two-way source coding; undirected graphs; Decoding; Encoding; Error analysis; Information theory; Peer to peer computing; Protocols; Rate-distortion; Source coding; Rate-distortion; Wyner–Ziv source coding; two-way rate distortion; undirected graphs; verification of Markov relations;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2010.2046238
  • Filename
    5466529