DocumentCode
1006833
Title
Blind channel estimation via combining autocorrelation and blind phase estimation
Author
Baykal, Buyurman
Author_Institution
Electr. & Electron. Eng. Dept., Middle East Tech. Universtiy, Ankara, Turkey
Volume
51
Issue
6
fYear
2004
fDate
6/1/2004 12:00:00 AM
Firstpage
1125
Lastpage
1131
Abstract
Symbol spaced blind channel estimation methods are presented which can essentially use the results of any existing blind equalization method to provide a blind channel estimate of the channel. Blind equalizer´s task is reduced to only phase equalization (or identification) as the channel autocorrelation is used to obtain the amplitude response of the channel. Hence, when coupled with simple algorithms such as the constant modulus algorithm (CMA) these methods at baud rate processing provide alternatives to blind channel estimation algorithms that use explicit higher order statistics (HOS) or second-order statistics (subspace) based fractionally-spaced/multichannel algorithms. The proposed methods use finite impulse response (FIR) filter linear receiver equalizer or matched filter receiver based infinite impulse response+FIR linear cascade equalizer configurations to obtain blind channel estimates. It is shown that the utilization of channel autocorrelation information together with blind phase identification of the CMA is very effective to obtain blind channel estimation. The idea of combining estimated channel autocorrelation with blind phase estimation can further be extended to improve the HOS based blind channel estimators in a way that the quality of estimates are improved.
Keywords
blind equalisers; blind source separation; channel estimation; filtering theory; matched filters; statistical analysis; blind channel estimation; blind equalization; blind phase estimation; blind phase identification; channel autocorrelation; constant modulus algorithm; finite impulse response filter; fractionally-spaced algorithms; higher order statistics; infinite impulse response; linear cascade equalizer; matched filter receiver; multichannel algorithms; second-order statistics; Amplitude estimation; Autocorrelation; Blind equalizers; Channel estimation; Communication channels; Finite impulse response filter; Higher order statistics; Matched filters; Nonlinear filters; Phase estimation; Blind channel estimation; constant modulus algorithm; higher order statistics; matched filter receiver;
fLanguage
English
Journal_Title
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher
ieee
ISSN
1549-8328
Type
jour
DOI
10.1109/TCSI.2004.829235
Filename
1304969
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