• DocumentCode
    703069
  • Title

    The use of evolutionary optimisation in channel equalisation

  • Author

    Sweeney, F. ; Power, P. ; Cowan, C.F.N.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Queen´s Univ. Belfast, Belfast, UK
  • fYear
    1998
  • fDate
    8-11 Sept. 1998
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper outlines the use of an Evolutionary Algorithm (EA) to perform the Equalisation of a non minimum phase channel. Conventional techniques utilising first and second order approximations of the error surface, have been demonstrated to be ineffective in achieving an optimal solution in continuous simulations, and have proved incapable of dealing with the more difficult non minumum phase problems. Using an EA, this paper will show how a consistent, near optimal, solution can be achieved.
  • Keywords
    channel estimation; evolutionary computation; optimisation; EA; continuous simulations; error surface; evolutionary algorithm; evolutionary optimisation; first order approximations; nonminimum phase channel equalisation; second order approximations; Bit error rate; Convergence; Noise; Optimization; Sociology; Statistics; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO 1998), 9th European
  • Conference_Location
    Rhodes
  • Print_ISBN
    978-960-7620-06-4
  • Type

    conf

  • Filename
    7089539