DocumentCode :
791948
Title :
Multiuser channel estimation and tracking for long-code CDMA systems
Author :
Bhashyam, Srikrishna ; Aazhang, Behnaam
Author_Institution :
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
Volume :
50
Issue :
7
fYear :
2002
fDate :
7/1/2002 12:00:00 AM
Firstpage :
1081
Lastpage :
1090
Abstract :
Channel estimation techniques for code-division multiple access (CDMA) systems need to combat multiple access interference (MAI) effectively. Most existing estimation techniques are designed for CDMA systems with short repetitive spreading codes. However, current and next-generation wireless systems use long spreading codes whose periods are much larger than the symbol duration. We derive the maximum-likelihood channel estimate for long-code CDMA systems over multipath channels using training sequences and approximate it using an iterative algorithm to reduce the computational complexity in each symbol duration. The iterative channel estimate is also shown to be asymptotically unbiased. The effectiveness of the iterative channel estimator is demonstrated in terms of squared error in estimation as well as the bit error rate performance of a multistage detector based on the channel estimates. The effect of error in decision feedback from the multistage detector (used in the absence of training sequences) is also shown to be negligible for reasonable feedback error rates using simulations. The proposed iterative channel estimation technique is also extended to track slowly varying multipath fading channels using decision feedback. Thus, an MAI-resistant multiuser channel estimation and tracking scheme with reasonable computational complexity is derived for long-code CDMA systems over multipath fading channels.
Keywords :
code division multiple access; computational complexity; error statistics; fading channels; feedback; maximum likelihood estimation; mean square error methods; multipath channels; multiuser channels; radiofrequency interference; signal detection; spread spectrum communication; time-varying channels; BER performance; asymptotically unbiased estimate; bit error rate performance; code-division multiple access; computational complexity; decision feedback; feedback error rates; iterative algorithm; iterative channel estimation; long-code CDMA systems; maximum-likelihood channel estimate; multipath fading channels; multiple access interference; multistage detector; multiuser channel estimation; multiuser channel tracking; simulations; squared error; symbol duration; time-varying channels; training sequences; wireless systems; Channel estimation; Computational complexity; Detectors; Fading; Feedback; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Multiple access interference; Multiuser channels;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2002.800808
Filename :
1021040
Link To Document :
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