• DocumentCode
    155319
  • Title

    Symmetric channels capacity computation by using groups and the Kullback-Leibler distance

  • Author

    Pedraza Arpasi, Jorge

  • Author_Institution
    Fed. Univ. of Pampa, Alegrete, Brazil
  • fYear
    2014
  • fDate
    25-26 Sept. 2014
  • Firstpage
    17
  • Lastpage
    22
  • Abstract
    In this work it is proposed a method to compute the capacity of channels with finite input alphabet. This method is based on the constancy of the Kullback-Leibler distances between the different conditional probability densities of the the output alphabet and the full densities of the output alphabet. After that, it is studied a general symmetric channels in terms of abstract groups and it is shown that the capacity of this kind of channels is achieved when its input random variable is uniform. Finally, it is made the analysis of the capacity of classical symmetric channels en terms of permutation and rotation groups.
  • Keywords
    channel capacity; group codes; matrix algebra; probability; Kullback-Leibler distance; finite input alphabet; symmetric channels capacity computation; Channel capacity; Computer science; Educational institutions; Equations; Mathematical model; Random variables; Silicon; Kullback-Leibler distance; Mutual Information; Permutation groups; Symmetric channels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Electronic Engineering Conference (CEEC), 2014 6th
  • Conference_Location
    Colchester
  • Type

    conf

  • DOI
    10.1109/CEEC.2014.6958548
  • Filename
    6958548