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
Link To Document :
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