• DocumentCode
    2906735
  • Title

    A new blind equalization algorithm using higher order statistics in a decision feedback structure

  • Author

    Bessios, Anthony G. ; Nikias, Chrysostomos L.

  • Author_Institution
    Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    1991
  • fDate
    4-6 Nov 1991
  • Firstpage
    721
  • Abstract
    The authors present a novel adaptive blind equalization algorithm named POTEA (power cepstrum and tricoherence equalization algorithm) using a nonlinear structure. It is based on the combined use of second- and fourth-order statistics of the received sequence. A nonlinear decision-feedback equalization (DFE) structure is proposed for equalizing nonminimum-phase channels with severe distortion, since a linear equalizer does not perform well in cases of channels with deep spectral nulls in their amplitude characteristics. The direct-form structure of the DFE consists of a feedforward T-spaced filter with an all-pass mixed phase transfer function, and a feedbackward T-spaced filter with a minimum phase one. The performance of POTEA for linear and decision-feedback equalizers is tested for the cases of 16-QAM (quadrature amplitude modulation) and 64-QAM
  • Keywords
    amplitude modulation; digital filters; equalisers; feedback; 16-QAM; 64-QAM; DFE; POTEA; all-pass mixed phase transfer function; blind equalization algorithm; digital filters; direct-form structure; distortion; feedbackward T-spaced filter; feedforward T-spaced filter; fourth-order statistics; higher order statistics; minimum phase filter; nonlinear decision-feedback equalization; nonlinear structure; nonminimum-phase channels; power cepstrum and tricoherence equalization algorithm; quadrature amplitude modulation; received sequence; second order statistics; Adaptive equalizers; Blind equalizers; Cepstrum; Decision feedback equalizers; Filters; Higher order statistics; Nonlinear distortion; Quadrature amplitude modulation; Testing; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1991. 1991 Conference Record of the Twenty-Fifth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-2470-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.1991.186542
  • Filename
    186542