• DocumentCode
    1047704
  • Title

    Dual-mode type algorithms for blind equalization

  • Author

    Weerackody, Vijitha ; Kassam, Saleem A.

  • Author_Institution
    Pennsylvania Univ., Philadelphia, PA, USA
  • Volume
    42
  • Issue
    1
  • fYear
    1994
  • fDate
    1/1/1994 12:00:00 AM
  • Firstpage
    22
  • Lastpage
    28
  • Abstract
    Adaptive channel equalization accomplished without resorting to a training sequence is known as blind equalization. The Godard algorithm and the generalized Sato algorithm are two widely referenced algorithms for blind equalization of a QAM system. These algorithms exhibit very slow convergence rates when compared to algorithms employed in conventional data-aided equalization schemes. In order to speed up the convergence process, these algorithms may be switched over to a decision-directed equalization scheme once the error level is reasonably low. The authors present a scheme which is capable of operating in two modes: blind equalization mode and a mode similar to the decision-directed equalization mode. In this proposed scheme, the dominant mode of operation changes from the blind equalization mode at higher error levels to the mode similar to the decision-directed equalization mode at lower error levels. Manual switch-over to the decision-directed mode from the blind equalization mode, or vice-versa, is not necessary since transitions between the two modes take place smoothly and automatically
  • Keywords
    adaptive filters; amplitude modulation; convergence of numerical methods; equalisers; filtering and prediction theory; telecommunication channels; Godard algorithm; QAM system; adaptive channel equalization; blind equalization; convergence rates; decision-directed equalization scheme; dual-mode type algorithms; error level; generalized Sato algorithm; Adaptive equalizers; Adaptive filters; Baseband; Blind equalizers; Convergence; Decision feedback equalizers; Error analysis; Quadrature amplitude modulation; Signal processing algorithms; Vectors;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/26.275296
  • Filename
    275296