DocumentCode :
1311406
Title :
A moment-based blind method for identification of FIR down-link DS-CDMA channels
Author :
Choi, Jinho
Author_Institution :
Inst. for Telecommun. Res., Univ. of South Australia, Adelaide, SA, Australia
Volume :
48
Issue :
4
fYear :
2000
fDate :
4/1/2000 12:00:00 AM
Firstpage :
966
Lastpage :
981
Abstract :
In order to achieve lower bit error rates (BERs), multiuser detection techniques have been proposed. Generally, multiuser detectors can provide excellent performance only when channel parameters are precisely known. In this paper, we propose a moment-based blind method to estimate down-link channels precisely. The mean square error (MSE) expression of the channel vector estimate has been derived. Through simulations, we show the effect of the channel estimation error on the performance of a multiuser detector. In this paper, we also show that finite impulse response (FIR) channels can be blindly identified by using the proposed method and the spreading operation. Since the spreading operation of the code division multiple access (CDMA) can induce cyclostationarity, any FIR channel can be identified by the proposed method. Of course, in order to guarantee identifiability, some conditions on the spreading codes will be satisfied. In this paper, these conditions are also found
Keywords :
FIR filters; code division multiple access; estimation theory; identification; land mobile radio; mean square error methods; method of moments; multiuser channels; radio receivers; signal detection; spread spectrum communication; FIR down-link DS-CDMA channels; bit error rates; channel estimation error; channel parameters; channel vector estimate; code division multiple access; cyclostationarity; down-link channels; finite impulse response channel; identifiability; identification; mean square error; moment-based blind method; multiuser detection techniques; multiuser detectors; performance; spreading codes; spreading operation; Bit error rate; Channel estimation; Detectors; Dispersion; Finite impulse response filter; Multiaccess communication; Multiple access interference; Multiuser detection; Signal processing; Timing;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.827531
Filename :
827531
Link To Document :
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