DocumentCode :
821866
Title :
Performance Analysis of Maximum-Likelihood Multiuser Detection in Space–Time-Coded CDMA With Imperfect Channel Estimation
Author :
Sharma, G.V.V. ; Chockalingam, A.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Mumbai
Volume :
55
Issue :
6
fYear :
2006
Firstpage :
1824
Lastpage :
1837
Abstract :
In this paper, the performance of maximum-likelihood multiuser detection in space-time-coded code-division multiple-access (CDMA) systems with imperfect channel estimation is analyzed. A K-user synchronous CDMA system that employs orthogonal space-time block codes with M transmit antennas and N receive antennas is considered. A least-squares estimate of the channel matrix is obtained by sending a sequence of pilot bits from each user. The channel matrix is perturbed by an error matrix that depends on the thermal noise and the correlation between the signature waveforms of different users. Because of the linearity of the channel estimation technique, the characteristic function of the decision variable is used to obtain an exact expression for the pairwise error probability, and by using it, an upper bound on the bit error rate (BER) is obtained. The analytical BER bounds are compared with the BER obtained through simulations. The BER bounds are shown to be increasingly tight for large SNR values. It is shown that the degradation in BER performance due to imperfect channel estimation can be compensated by using a larger number of transmit/receive antennas
Keywords :
antenna arrays; block codes; channel estimation; code division multiple access; correlation methods; error statistics; least squares approximations; maximum likelihood detection; multiuser detection; space-time codes; BER; CDMA; bit error rate; channel matrix; code-division multiple-access system; correlation; imperfect channel estimation; least-squares estimation; maximum-likelihood multiuser detection; orthogonal space-time block code; pairwise error probability; receiving antenna; thermal noise; transmitting antenna; Bit error rate; Block codes; Channel estimation; Code division multiplexing; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Multiuser detection; Performance analysis; Receiving antennas; Code division multiple access (CDMA); imperfect channel estimation; maximum-likelihood (ML) multiuser detection; space–time codes;
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2006.878728
Filename :
4012545
Link To Document :
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