• DocumentCode
    1167175
  • Title

    Coding for the Feedback Gel´fand–Pinsker Channel and the Feedforward Wyner–Ziv Source

  • Author

    Merhav, Neri ; Weissman, Tsachy

  • Author_Institution
    Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa
  • Volume
    52
  • Issue
    9
  • fYear
    2006
  • Firstpage
    4207
  • Lastpage
    4211
  • Abstract
    We consider both channel coding and source coding, with perfect past feedback/feedforward, in the presence of side information. It is first observed that feedback does not increase the capacity of the Gel´fand-Pinsker channel, nor does feedforward improve the achievable rate-distortion performance in the Wyner-Ziv problem. We then focus on the Gaussian case showing that, as in the absence of side information, feedback/feedforward allows to efficiently attain the respective performance limits. In particular, we derive schemes via variations on that of Schalkwijk and Kailath. These variants, which are as simple as their origin and require no binning, are shown to achieve, respectively, the capacity of Costa´s channel, and the Wyner-Ziv rate distortion function. Finally, we consider the finite-alphabet setting and derive schemes for both the channel and the source coding problems that attain the fundamental limits, using variations on schemes of Ahlswede and Ooi and Wornell, and of Martinian and Wornell, respectively
  • Keywords
    Gaussian channels; channel capacity; channel coding; feedback; feedforward; rate distortion theory; source coding; Costa channel capacity; Gaussian channel; feedback Gel´fand-Pinsker channel coding; feedforward Wyner-Ziv source coding; finite-alphabet setting; rate distortion function; Bayesian methods; Codes; Combinatorial mathematics; Entropy; Feedback; Physics; Probability; Statistics; Dirty paper; Schalkwijk–Kailath scheme; feedback; feedforward; side information; source–channel duality;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2006.880040
  • Filename
    1683936