DocumentCode :
1047704
Title :
Dual-mode type algorithms for blind equalization
Author :
Weerackody, Vijitha ; Kassam, Saleem A.
Author_Institution :
Pennsylvania Univ., Philadelphia, PA, USA
Volume :
42
Issue :
1
fYear :
1994
fDate :
1/1/1994 12:00:00 AM
Firstpage :
22
Lastpage :
28
Abstract :
Adaptive channel equalization accomplished without resorting to a training sequence is known as blind equalization. The Godard algorithm and the generalized Sato algorithm are two widely referenced algorithms for blind equalization of a QAM system. These algorithms exhibit very slow convergence rates when compared to algorithms employed in conventional data-aided equalization schemes. In order to speed up the convergence process, these algorithms may be switched over to a decision-directed equalization scheme once the error level is reasonably low. The authors present a scheme which is capable of operating in two modes: blind equalization mode and a mode similar to the decision-directed equalization mode. In this proposed scheme, the dominant mode of operation changes from the blind equalization mode at higher error levels to the mode similar to the decision-directed equalization mode at lower error levels. Manual switch-over to the decision-directed mode from the blind equalization mode, or vice-versa, is not necessary since transitions between the two modes take place smoothly and automatically
Keywords :
adaptive filters; amplitude modulation; convergence of numerical methods; equalisers; filtering and prediction theory; telecommunication channels; Godard algorithm; QAM system; adaptive channel equalization; blind equalization; convergence rates; decision-directed equalization scheme; dual-mode type algorithms; error level; generalized Sato algorithm; Adaptive equalizers; Adaptive filters; Baseband; Blind equalizers; Convergence; Decision feedback equalizers; Error analysis; Quadrature amplitude modulation; Signal processing algorithms; Vectors;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/26.275296
Filename :
275296
Link To Document :
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