• DocumentCode
    3607410
  • Title

    On Lossy Source Coding With Side Information Under the Erasure Distortion Measure

  • Author

    Yeow-Khiang Chia ; Hon-Fah Chong

  • Author_Institution
    Inst. for Infocomm Res., Singapore, Singapore
  • Volume
    61
  • Issue
    12
  • fYear
    2015
  • Firstpage
    6475
  • Lastpage
    6484
  • Abstract
    We consider the Wyner-Ziv and two way source coding problems with the erasure distortion measure. We characterize the rate-distortion regions for these settings, when the source and side information satisfy a positivity condition. Using our results, we show that, contrary to recent conjectures in the literature, feedback from the decoder to the encoder does not reduce the overall rate required in the Wyner-Ziv setting with erasure distortion, when the positivity condition is satisfied. Finally, we extend our techniques to characterize the rate-distortion regions of two multiterminal source coding settings, the Heegard-Berger setting, and the cascade source coding setting, when the positivity condition is satisfied.
  • Keywords
    source coding; Heegard-Berger setting; Wyner-Ziv setting; cascade source coding; erasure distortion measure; lossy source coding; multiterminal source coding; positivity condition; rate-distortion regions; Decoding; Distortion; Distortion measurement; Loss measurement; Random variables; Rate-distortion; Source coding; Lossy source coding; erasure distortion; multiterminal source coding;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2015.2484352
  • Filename
    7286822