• DocumentCode
    1147089
  • Title

    An experimental investigation of conventional and efficient importance sampling

  • Author

    Jeruchim, Michel C. ; Hahn, Peter M. ; Smyntek, Kevin P. ; Ray, Robert T.

  • Author_Institution
    Gen. Electr. Aerosp., Philadelphia, PA, USA
  • Volume
    37
  • Issue
    6
  • fYear
    1989
  • fDate
    6/1/1989 12:00:00 AM
  • Firstpage
    578
  • Lastpage
    587
  • Abstract
    Importance sampling is a technique that can significantly reduce computer run-time in the estimation of bit error rate (BER). However, in the conventional implementation (CIS), the improvement reduces markedly for systems with long memory. An approach to recover the full improvement for such systems has been previously suggested, and is called `efficient´ important sampling (EIS). A report is presented on an extensive series of simulation-based experiments with CIS and EIS, both to compare theoretical predictions to experimental observations, as well as to gain insight into the conditions of applicability, especially for EIS
  • Keywords
    Monte Carlo methods; digital communication systems; digital simulation; error statistics; satellite relay systems; BER estimation; Monte Carlo simulation; bit error rate; digital communication systems; efficient importance sampling; linearised version; nonlinear systems; satellite system simulation; simulation-based experiments; Bit error rate; Computational Intelligence Society; Estimation error; Linear approximation; Monte Carlo methods; Power amplifiers; Predictive models; Runtime; Sampling methods; Satellites;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/26.31142
  • Filename
    31142