• DocumentCode
    2313651
  • Title

    Fast simulation of turbo codes over Rayleigh fading channels

  • Author

    Gunawardana, Upul ; Nguyen, Kim Chi ; Liyana-Pathirana, Ranjith

  • Author_Institution
    Sch. of Eng., Univ. of Western Sydney, Sydney, NSW, Australia
  • fYear
    2009
  • fDate
    6-9 May 2009
  • Firstpage
    804
  • Lastpage
    807
  • Abstract
    In this paper we apply importance sampling (IS) for efficient performance evaluation of turbo codes over Rayleigh fading channels. Our approach is based on the most probable error path (MPEP) method which shifts the input probability density function (pdf) to the mode of the optimal biased distribution where most probable errors are located. In particular, we show how to bias the pdf of the AWGN process in order to maximize the computational efficiency gain. It is demonstrated that the proposed method requires much smaller sample sizes to achieve the same accuracy required by a conventional MC estimator.
  • Keywords
    AWGN channels; Rayleigh channels; error statistics; importance sampling; probability; turbo codes; AWGN process; Monte Carlo simulation approach; Rayleigh fading channel; computational efficiency gain; importance sampling; most probable error path method; optimal biased distribution; probability density function; turbo codes; AWGN; Concatenated codes; Convolutional codes; Decoding; Discrete event simulation; Fading; Monte Carlo methods; Probability density function; Turbo codes; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2009. ECTI-CON 2009. 6th International Conference on
  • Conference_Location
    Pattaya, Chonburi
  • Print_ISBN
    978-1-4244-3387-2
  • Electronic_ISBN
    978-1-4244-3388-9
  • Type

    conf

  • DOI
    10.1109/ECTICON.2009.5137168
  • Filename
    5137168