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
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