• DocumentCode
    429737
  • Title

    Source coding with feed-forward

  • Author

    Venkataramanan, Ramji ; Pradhan, S. Sandeep

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
  • fYear
    2004
  • fDate
    24-29 Oct. 2004
  • Firstpage
    330
  • Lastpage
    335
  • Abstract
    In this work, we consider a source coding model with feedforward. We analyze a system with a noiseless feedforward link where the decoder has knowledge of all previous source samples while reconstructing the present sample. The rate-distortion function for an arbitrary source with feedforward is derived in terms of directed information, a variant of mutual information. The special cases of discrete memoryless sources and Gaussian sources with feedforward are further examined. We also derive a random coding error exponent which is used to bound the probability of decoding error for a source code (with feedforward) of finite block length. The results are then extended to feedforward with an arbitrary delay larger than the block length.
  • Keywords
    Gaussian channels; block codes; coding errors; decoding; error statistics; feedforward; memoryless systems; rate distortion theory; source coding; Gaussian sources; arbitrary delay; decoding error probability; directed information; discrete memoryless sources; finite block length; mutual information; noiseless feedforward link; previous source samples; random coding error exponent; rate-distortion function; source code; source coding; Acoustic noise; Decoding; Delay effects; Delay estimation; Electronic mail; Feedforward systems; Mutual information; Rate-distortion; Signal processing; Source coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Workshop, 2004. IEEE
  • Print_ISBN
    0-7803-8720-1
  • Type

    conf

  • DOI
    10.1109/ITW.2004.1405324
  • Filename
    1405324