• DocumentCode
    1779963
  • Title

    Revisiting the Slepian-Wolf coding problem for general sources: A direct approach

  • Author

    Uyematsu, Tomohiko ; Matsuta, Tetsunao

  • Author_Institution
    Dept. of Commun. & Comput. Eng., Tokyo Inst. of Technol., Tokyo, Japan
  • fYear
    2014
  • fDate
    June 29 2014-July 4 2014
  • Firstpage
    1336
  • Lastpage
    1340
  • Abstract
    This paper clarifies the ε-achievable rate region of the Slepian-Wolf (SW) coding problem for general sources. We propose new upper and lower bounds on the error probability of the SW coding system for finite block lengths. The proposed bounds are mathematically simple and characterized by an optimization problem on the subset of pairs of output sequences which is closely related to the smooth max-entropy, and are tighter than those obtained by Han. By using these bounds, we clarify the ε-achievable rate region. Further, we also show outer and inner bounds on the ε-achievable rate region in terms of the smooth max-entropy. These two bounds coincide when the error probability vanishes.
  • Keywords
    block codes; entropy codes; error statistics; optimisation; source coding; ε-achievable rate region; SW coding problem; SW coding system; Slepian-Wolf coding problem; epsilon-achievable rate region; error probability; finite block lengths; optimization problem; smooth max-entropy; Channel coding; Decoding; Entropy; Error probability; Manganese;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory (ISIT), 2014 IEEE International Symposium on
  • Conference_Location
    Honolulu, HI
  • Type

    conf

  • DOI
    10.1109/ISIT.2014.6875050
  • Filename
    6875050