• DocumentCode
    1381294
  • Title

    Application of adaptive simulated annealing to blind channel identification with HOC fitting

  • Author

    Chen, S. ; Luk, B.L. ; Liu, Yanbing

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Portsmouth Univ.
  • Volume
    34
  • Issue
    3
  • fYear
    1998
  • fDate
    2/5/1998 12:00:00 AM
  • Firstpage
    234
  • Lastpage
    235
  • Abstract
    A higher order cumulant (HOC) fitting approach is a powerful technique for blind identification of nonminimum phase channels. Owing to the fact that HOC cost functions are multimodal, global optimisation techniques offer the important advantage of avoiding local minima. An adaptive simulated annealing (ASA) algorithm is applied to optimise an HOC cost function. A simulation study demonstrates that this ASA is accurate and has a fast convergence rate compared with standard simulated annealing (SA)
  • Keywords
    convergence; higher order statistics; identification; signal processing; simulated annealing; telecommunication channels; adaptive simulated annealing; blind channel identification; convergence rate; cost functions; global optimisation techniques; higher order cumulant fitting; nonminimum phase channels;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19980235
  • Filename
    677323