• DocumentCode
    916884
  • Title

    An algorithm for computing the capacity of arbitrary discrete memoryless channels

  • Author

    Arimoto, Suguru

  • Volume
    18
  • Issue
    1
  • fYear
    1972
  • fDate
    1/1/1972 12:00:00 AM
  • Firstpage
    14
  • Lastpage
    20
  • Abstract
    A systematic and iterative method of computing the capacity of arbitrary discrete memoryless channels is presented. The algorithm is very simple and involves only logarithms and exponentials in addition to elementary arithmetical operations. It has also the property of monotonic convergence to the capacity. In general, the approximation error is at least inversely proportional to the number of iterations; in certain circumstances, it is exponentially decreasing. Finally, a few inequalities that give upper and lower bounds on the capacity are derived.
  • Keywords
    Information rates; Memoryless channels; Ash; Codes; Decoding; Information theory; Iterative algorithms; Iterative methods; Memoryless systems; Probability; Reactive power; Statistics;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1972.1054753
  • Filename
    1054753