• DocumentCode
    1780106
  • Title

    Moderate deviations for joint source-channel coding of systems with Markovian memory

  • Author

    Tan, Vincent Y. F. ; Watanabe, Shigetaka ; Hayashi, Mariko

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2014
  • fDate
    June 29 2014-July 4 2014
  • Firstpage
    1687
  • Lastpage
    1691
  • Abstract
    We study the (almost lossless) joint source-channel coding problem from the moderate deviations perspective where the bandwidth expansion ratio tends towards the ratio of the channel capacity and source entropy at a rate larger than n-1/2 (n being the channel blocklength) and the error probability decays subexponentially. We consider the stationary ergodic Markov (SEM) source as well as discrete memoryless and additive SEM channels. We also discuss the loss due to separation in the moderate deviations setting.
  • Keywords
    Markov processes; channel capacity; combined source-channel coding; entropy; error statistics; Markovian memory; additive SEM channel; bandwidth expansion ratio; channel capacity ratio; discrete memoryless SEM channel; joint source-channel coding problem; source entropy ratio; stationary ergodic Markov source; subexponential error probability decays; Additives; Channel coding; Dispersion; Error probability; Markov processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory (ISIT), 2014 IEEE International Symposium on
  • Conference_Location
    Honolulu, HI
  • Type

    conf

  • DOI
    10.1109/ISIT.2014.6875121
  • Filename
    6875121