• DocumentCode
    1594712
  • Title

    Is training of adaptive equalizers still useful?

  • Author

    Labat, J. ; Macchi, O. ; Laot, C. ; Squin, N. Le

  • Author_Institution
    ENST de Bretagne, Brest, France
  • Volume
    2
  • fYear
    1996
  • Firstpage
    968
  • Abstract
    We present a novel unsupervised adaptive equalizer. It has the same computational complexity, convergence speed and steady-state MSE as a trained LMS adaptive DFE, but it is not subject to error propagation. Therefore it can equalize even severe and/or quickly varying channels. This follows from the very structure of the equalizer, which allows a completely reversible transition between (i) a linear structure in the starting mode: the decoupled cascade of a recursive adaptive predictor and a transversal phase equalizer and (ii) a classical DFE in the tracking mode. The equalizer behaviour is fully satisfactory during hours of real underwater communications. It reaches the standard of trained equalizers. Hence the question in the title
  • Keywords
    adaptive equalisers; computational complexity; convergence of numerical methods; decision feedback equalisers; prediction theory; tracking; underwater sound; adaptive equalizers training; computational complexity; convergence speed; decoupled cascade; linear structure; quickly varying channels; recursive adaptive predictor; reversible transition; severe varying channels; starting mode; steady-state MSE; tracking mode; trained LMS adaptive DFE; transversal phase equalizer; underwater communications; unsupervised adaptive equalizer; Adaptive equalizers; Computational complexity; Convergence; Decision feedback equalizers; Finite impulse response filter; Least squares approximation; Phase locked loops; Steady-state; Telecommunications; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 1996. GLOBECOM '96. 'Communications: The Key to Global Prosperity
  • Conference_Location
    London
  • Print_ISBN
    0-7803-3336-5
  • Type

    conf

  • DOI
    10.1109/GLOCOM.1996.587575
  • Filename
    587575