• DocumentCode
    383682
  • Title

    Performance of binary nonsymmetric and binary erasure memoryless channels with Viterbi decoding using importance sampling

  • Author

    Albert, Bruno B. ; De Assis, Francisco M.

  • Author_Institution
    Departamento de Engenharia Eletrica, Univ. Fed. da Paraiba, Campina Grande, Brazil
  • Volume
    4
  • fYear
    2002
  • fDate
    15-18 Sept. 2002
  • Firstpage
    1732
  • Abstract
    When estimating the bit error rate (BER) of communications systems using Monte Carlo (MC) simulation, importance sampling (IS) may be a powerful method for reducing simulation runtimes. The paper presents an IS technique combined with error event simulation in order to evaluate efficiently the performance of Viterbi decoding used with a binary nonsymmetric channel and with a binary erasure channel. Two biasing approaches are employed, stationary and nonstationary models. Comparative results between the two models and traditional MC methods are presented.
  • Keywords
    Viterbi decoding; broadcast channels; digital communication; digital simulation; importance sampling; parameter estimation; telecommunication computing; BER; Monte Carlo methods; Viterbi decoding; binary erasure memoryless channels; binary nonsymmetric channels; bit error rate; digital communication; error event; importance sampling; parameter estimation; Bit error rate; Computer errors; Decoding; Digital communication; Discrete event simulation; Monte Carlo methods; Parameter estimation; Power system modeling; System performance; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 2002. The 13th IEEE International Symposium on
  • Print_ISBN
    0-7803-7589-0
  • Type

    conf

  • DOI
    10.1109/PIMRC.2002.1045476
  • Filename
    1045476