DocumentCode :
395894
Title :
Design of MMSE multiuser detectors using random matrix techniques
Author :
Li, Linbo ; Tulino, Antonia M. ; Verdu, Sergio
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., NJ, USA
Volume :
4
fYear :
2003
fDate :
11-15 May 2003
Firstpage :
2537
Abstract :
Reduced-rank MMSE receivers using asymptotic weights reduce receiver complexity while maintaining good performance in long-sequence DS-CDMA systems. In this paper, we analyze such receivers in multipath fading channels and extend their design to multicarrier CDMA (both uplink and downlink). An explicit expression is obtained for the asymptotic eigenvalue moments of the interference autocorrelation matrix and for the asymptotic weights derived there from and used in the reduced-rank receiver. The full-rank MMSE receiver is also considered for multicarrier CDMA and a fixed point of equation of the asymptotic maximum output SINR is derived, which particularizes to the Tse-Hanly fixed point equation for the special case of DS-CDMA. An explicit expression of the MMSE spectral efficiency is proposed for multicarrier CDMA.
Keywords :
code division multiple access; eigenvalues and eigenfunctions; fading channels; least mean squares methods; matrix algebra; multipath channels; multiuser detection; radio links; radio receivers; spread spectrum communication; DS-CDMA; MMSE multiuser detectors; Tse-Hanly fixed point equation; asymptotic eigenvalue moments; direct sequence code division multiple access; full-rank MMSE receiver; interference autocorrelation matrix; minimum mean squared error; multicarrier CDMA; multipath fading channels; output SINR; random matrix techniques; receiver complexity; reduced-rank MMSE receivers; signal-to-interference-plus-noise ratio; spectral efficiency; Additive noise; Autocorrelation; Detectors; Downlink; Eigenvalues and eigenfunctions; Equations; Fading; Interference; Multiaccess communication; Multicarrier code division multiple access;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2003. ICC '03. IEEE International Conference on
Print_ISBN :
0-7803-7802-4
Type :
conf
DOI :
10.1109/ICC.2003.1204404
Filename :
1204404
Link To Document :
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