• DocumentCode
    3131184
  • Title

    Polynomials and computing functions of correlated sources

  • Author

    Huang, Sheng ; Skoglund, Mikael

  • Author_Institution
    Sch. of Electr. Eng., KTH R. Inst. of Technol., Stockholm, Sweden
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    771
  • Lastpage
    775
  • Abstract
    We consider the source coding problem of computing functions of correlated sources, which is an extension of the Slepian-Wolf coding problem. We observe that all the discrete functions are in fact restrictions of polynomial functions over some finite field. Based on this observation, we demonstrate how to use Elias´ Lemma to enlarge the coding rate region (compared to the Slepian-Wolf region) for a certain class of polynomial functions. We present a classification result about polynomial functions regarding this coding problem. The result is conclusive in the two-sources scenario and, in fact, gives another interpretation of a result by Han and Kobayashi [1, Theorem 1].
  • Keywords
    polynomials; source coding; Elias lemma; Slepian-Wolf coding problem; coding rate region; correlated source computing function; discrete functions; finite field; polynomial functions; source coding problem; Decoding; Markov processes; Polynomials; Random variables; Source coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6284664
  • Filename
    6284664