DocumentCode :
379312
Title :
Adaptive iterative CDMA multiuser detection in unknown multipath channels
Author :
Zhao, Qing ; Borah, Deva K.
Author_Institution :
Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM, USA
Volume :
1
fYear :
2002
fDate :
2002
Firstpage :
361
Lastpage :
365
Abstract :
This paper presents an adaptive iterative (turbo) receiver for coded asynchronous CDMA systems. This receiver consists of a soft-input soft-output (SISO) multiuser detector, which is implemented in the weighted least squares (WLS) sense with the BCJR algorithm, and a bank of SISO channel decoders. All parameters needed for the receiver are estimated or adaptively obtained. Simulation results show that in a multicellular environment the proposed adaptive turbo receiver outperforms the matched filtered turbo receiver in terms of bit error rate (BER) performance. It is observed that the turbo principle allows significant reduction in training overhead. As the SNR increases, the adaptive receiver´s BER performance is found to approach the optimal WLS receiver´s performance
Keywords :
adaptive estimation; adaptive signal detection; cellular radio; code division multiple access; decoding; error statistics; iterative methods; least squares approximations; multipath channels; multiuser channels; radio receivers; spread spectrum communication; BCJR algorithm; BER performance; SISO channel decoders; SISO multiuser detector; SNR; adaptive estimation; adaptive iterative CDMA multiuser detection; adaptive iterative receiver; bit error rate performance; coded asynchronous CDMA systems; convolutional coded DS-CDMA system; matched filtered turbo receiver; multicellular environment; multipath channels; optimal WLS receiver performance; simulation results; soft-input soft-output multiuser detector; training overhead reduction; turbo receiver; weighted least squares; Adaptive filters; Bit error rate; Channel bank filters; Detectors; Iterative algorithms; Iterative decoding; Least squares methods; Matched filters; Multiaccess communication; Multiuser detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2002. ICC 2002. IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-7400-2
Type :
conf
DOI :
10.1109/ICC.2002.996876
Filename :
996876
Link To Document :
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