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
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;
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
DOI :
10.1109/ISIT.2008.4595039