DocumentCode
2514503
Title
Replica analysis of general multiuser detection in MIMO DS-CDMA channels with imperfect CSI
Author
Takeuchi, Keigo ; Vehkapera, Mikko ; Tanaka, Toshiyuki ; Muller, Ralf R.
Author_Institution
Grad. Sch. of Inf., Kyoto Univ., Kyoto
fYear
2008
fDate
6-11 July 2008
Firstpage
514
Lastpage
518
Abstract
We consider impacts of channel estimation errors on performance of general multiuser detectors in MIMO DS-CDMA channels. We evaluate their performance in terms of asymptotic spectral efficiency, which is obtained via decoupling structure, by using the replica method. Numerical results imply that the performance of LMMSE detection is very close to that of MMSE detection for small system loads. Furthermore, we find that the spectral efficiency of MMSE detection grows discontinuously with the length of pilot sequences for large system loads, and that the critical length is close to the optimal length. While it is indistinguishable from that of LMMSE detection for short pilot sequences, the gap between the two is significantly large if the length of pilot sequences is longer than the critical length.
Keywords
MIMO communication; channel estimation; code division multiple access; least mean squares methods; multiuser detection; spread spectrum communication; LMMSE detection; MIMO DS-CDMA channel; asymptotic spectral efficiency; channel estimation; channel state information; multiuser detection; AWGN; Channel estimation; Covariance matrix; Detectors; Informatics; MIMO; Multiaccess communication; Multiuser detection; Receiving antennas; Telecommunications;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2008. ISIT 2008. IEEE International Symposium on
Conference_Location
Toronto, ON
Print_ISBN
978-1-4244-2256-2
Electronic_ISBN
978-1-4244-2257-9
Type
conf
DOI
10.1109/ISIT.2008.4595039
Filename
4595039
Link To Document