DocumentCode :
3249395
Title :
MPOE Prefiltering with Statistical Channel Model for DS-CDMA Systems
Author :
Kannan, G. ; Garg, Mayank ; Merchant, S.N. ; Desai, U.B.
Author_Institution :
Indian Inst. of Technol.-Mumbai, Mumbai
fYear :
2007
fDate :
24-28 June 2007
Firstpage :
2822
Lastpage :
2828
Abstract :
In order to reduce the complexity of the mobile receiver, we develop a linear preceding filter based only on the statistical knowledge of the channel. Moreover, the proposed prefilter (precoder) is based on minimizing the probability of error in downlink multiuser transmission. We investigate two approaches for the proposed algorithm. In the first approach we consider a common FIR preceding filter for all users, and jointly minimize the probability of error of all users. In the second approach, we assume separate precoders for each user which are obtained by minimizing the probability of error for the respective user. In order to fully utilize the knowledge available at the transmitter, in both the approaches, the filter weights are computed conditioned on the transmitted bit vector sequence. This also makes the computation of the optimal prefilter coefficients linear in the number of users. We compare the results of the proposed approach, with results based on assuming complete knowledge of the channel. Simulation results clearly show that precoders based only on the statistical knowledge of channel, do provide acceptable BERs. Moreover, individual precoders provide better BER as compared to joint precoders.
Keywords :
FIR filters; code division multiple access; multiuser channels; precoding; spread spectrum communication; statistical analysis; DS-CDMA system; FIR preceding filter; bit error rate; channel statistical knowledge; direct sequence code division multiple access; downlink multiuser transmission; error probability minimization; finite impulse response; linear preceding filter; mobile receiver complexity; optimal prefilter coefficient; precoder; prefiltering; statistical channel model; transmitted bit vector sequence; Base stations; Bit error rate; Detectors; Finite impulse response filter; Matched filters; Multiaccess communication; Nonlinear filters; Probability; Statistics; Transmitters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2007. ICC '07. IEEE International Conference on
Conference_Location :
Glasgow
Print_ISBN :
1-4244-0353-7
Type :
conf
DOI :
10.1109/ICC.2007.469
Filename :
4289140
Link To Document :
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