DocumentCode :
1445361
Title :
A Toeplitz displacement method for blind multipath estimation for long code DS/CDMA signals
Author :
Escudero, Carlos J. ; Mitra, Urbashi ; Slock, Dirk T M
Author_Institution :
Dept. de Electron. y Sistemas, La Coruna Univ., Spain
Volume :
49
Issue :
3
fYear :
2001
fDate :
3/1/2001 12:00:00 AM
Firstpage :
654
Lastpage :
665
Abstract :
The problem of blind channel identification for direct-sequence/code-division multiple-access (DS/CDMA) multiuser systems is explored. For wideband DS/CDMA signals, multipath distortion is well modeled by a finite-impulse response filter. In this work, a blind channel identification technique based on second-order statistics is investigated. The method exploits knowledge of the spreading code of the user of interest via matched filtering, as well as properties of spreading codes. The current scheme focuses on a method appropriate for randomized long sequence DS/CDMA. This access scheme poses special challenges as the spreading codes are time varying. An analytical approximation of the mean-squared error is derived using perturbation techniques. The performance of the algorithm is studied via simulation and through the mean-squared error approximation, which is observed to be tight
Keywords :
FIR filters; Toeplitz matrices; broadband networks; code division multiple access; filtering theory; identification; matched filters; mean square error methods; multipath channels; multiuser channels; random codes; spread spectrum communication; statistical analysis; FIR filter; MSE approximation; Toeplitz displacement method; Toeplitz matrices; analytical approximation; blind channel identification; blind multipath estimation; direct-sequence/code-division multiple-access; finite-impulse response filter; long code DS/CDMA signals; matched filtering; mean-squared error approximation; multipath distortion; multiuser systems; perturbation techniques; randomized codes; randomized long sequence; second-order statistics; simulation; time varying spreading code; wideband DS/CDMA signals; Channel estimation; Conferences; Distortion; Filtering; Matched filters; Multiaccess communication; Perturbation methods; Signal processing; Statistics; Wideband;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.905897
Filename :
905897
Link To Document :
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