• DocumentCode
    829718
  • Title

    On joint source-channel coding for the Wyner-Ziv source and the Gel´fand-Pinsker channel

  • Author

    Merhav, Neri ; Shamai, Shlomo

  • Author_Institution
    Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
  • Volume
    49
  • Issue
    11
  • fYear
    2003
  • Firstpage
    2844
  • Lastpage
    2855
  • Abstract
    We consider the problem of lossy joint source-channel coding in a communication system where the encoder has access to channel state information (CSI) and the decoder has access to side information that is correlated to the source. This configuration combines the Wyner-Ziv (1976) model of pure lossy source coding with side information at the decoder and the Shannon/Gel´fand-Pinsker (1958, 1980) model of pure channel coding with CSI at the encoder. We prove a separation theorem for this communication system, which asserts that there is no loss in asymptotic optimality in applying, first, an optimal Wyner-Ziv source code and, then, an optimal Gel´fand-Pinsker channel code. We then derive conditions for the optimality of a symbol-by-symbol (scalar) source-channel code, and demonstrate situations where these conditions are met. Finally, we discuss a few practical applications, including overlaid communication where the model under discussion is useful.
  • Keywords
    combined source-channel coding; optimisation; CSI; Gel´fand-Pinsker channel; Shannon/Gel´fand-Pinsker model; Wyner-Ziv model; Wyner-Ziv source; asymptotic optimality; channel state information; communication system; decoder; encoder; joint source-channel coding; lossy source coding; optimal Gel´fand-Pinsker channel code; optimal Wyner-Ziv source code; separation theorem; side information; symbol-by-symbol source-channel code; Channel coding; Channel state information; Communication system control; Communication systems; Decoding; Fading; Helium; Source coding; Writing;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2003.818410
  • Filename
    1246010