• DocumentCode
    70480
  • Title

    Zero-Delay and Causal Single-User and Multi-User Lossy Source Coding with Decoder Side Information

  • Author

    Kaspi, Yonatan ; Merhav, Neri

  • Author_Institution
    Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
  • Volume
    60
  • Issue
    11
  • fYear
    2014
  • fDate
    Nov. 2014
  • Firstpage
    6931
  • Lastpage
    6942
  • Abstract
    We consider zero-delay, single-user, and multi-user source coding with an average distortion constraint and decoder side information. The zero-delay constraint translates into causal (sequential) encoder and decoder pairs as well as the use of instantaneous codes. For the single-user setting, we show that optimal performance is attained by time sharing at most two scalar encoder-decoder pairs, that use zero-error side information codes. Side information look-ahead is shown to be useless in this setting. Furthermore, we show that even without delay constraints, if either the encoder or decoder are restricted a priori to be scalar, the performance loss cannot be compensated by the other component, which can be scalar as well without further loss. Finally, we show that the multi-terminal source coding problem can be solved in the zero-delay regime and the rate-distortion region is provided.
  • Keywords
    decoding; distortion; error correction codes; source coding; average distortion constraint; causal single-user source coding; decoder pairs; decoder side information; instantaneous codes; multiterminal source coding problem; multiuser lossy source coding; rate-distortion region; scalar encoder-decoder pairs; side information look-ahead; zero-delay source coding; zero-error side information codes; Decoding; Delays; Protocols; Silicon; Source coding; Yttrium; Source coding with side information; causal source coding; multiterminal source coding; rate distortion; zero delay;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2014.2358238
  • Filename
    6898870