Direct blind equalization with best delay by channel output whitening

Authors
Citation
Xh. Li et Hh. Fan, Direct blind equalization with best delay by channel output whitening, IEEE SIGNAL, 49(7), 2001, pp. 1556-1563
Citations number
19
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
49
Issue
7
Year of publication
2001
Pages
1556 - 1563
Database
ISI
SICI code
1053-587X(200107)49:7<1556:DBEWBD>2.0.ZU;2-D
Abstract
In this paper, we describe methods for computing fractionally spaced blind equalizers directly from second-order statistics of the observations. The e qualizers with all possible delays are computed simultaneously and the one with the best delay is picked by a blind constant modulus index. Our algori thm utilizes the equalizer output whitening property of the blind equalizer s, i.e., output whitening yields equalization; thus, no channel identificat ion is required. This may reduce the performance degradation that is caused by channel estimation errors of channel estimation based approaches such a s the subspace methods, In addition, existing channel output whitening-base d approaches require nonlinear optimization and are unable to choose equali zer delays, In contrast, our algorithm has simple closed-form solutions for equalizers with all possible delays. Comparison of our algorithm with some other algorithms in the similar category is given, which shows that our al gorithm has more efficient computations. Simulations demonstrate the good p erformance of our method.