• DocumentCode
    1556850
  • Title

    Efficient reinitialization of the prewhitened constant modulus algorithm

  • Author

    López-Valcarce, Roberto ; Pérez-González, Fernando

  • Author_Institution
    Dept. of Signal Theor. & Commun., Vigo Univ., Spain
  • Volume
    5
  • Issue
    12
  • fYear
    2001
  • Firstpage
    488
  • Lastpage
    490
  • Abstract
    We present a reinitialization scheme for blind equalizers adapted via the constant modulus algorithm (CMA) when an all-pole prefilter is included to whiten the received signal. The mechanism exploits the special structure of the minimum mean squared error (MMSE) equalizers and their relation with CMA equalizers. A heuristic rule for blind determination of the best equalization delay is also provided. Using these guidelines, the equalizer is capable of finding the optimal setting in an online and computationally efficient fashion. In particular, estimation and inversion of the channel output autocorrelation matrix is not needed, in contrast with previous approaches.
  • Keywords
    adaptive equalisers; blind equalisers; delay estimation; digital filters; least mean squares methods; CMA equalizers; LMSE equalizers; all-pole prefilter; blind determination; blind equalizers; equalization delay; heuristic rule; minimum mean squared error equalizers; optimal setting; prewhitened constant modulus algorithm; reinitialization; Autocorrelation; Blind equalizers; Convergence; Decision feedback equalizers; Delay; Finite impulse response filter; Guidelines; Signal processing; Transfer functions; Transversal filters;
  • fLanguage
    English
  • Journal_Title
    Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7798
  • Type

    jour

  • DOI
    10.1109/4234.974495
  • Filename
    974495