Title :
Novel concatenated space-time multiuser detector based on recursive constrained CMA with modulus correction
Author :
Wan, Peng ; Du, Zhimin ; Wu, Weling
Author_Institution :
Beijing Univ. of Posts & Telecommun., China
fDate :
30 Aug.-2 Sept. 2004
Abstract :
The recursive constrained constant modulus algorithm (R-CCMA) with modulus parameter correction has fast convergence rate and good steady-state performance, and is robust to ill-conditioned initialization of weight vector and modulus parameter. These distinctive properties make it very suitable for time-varying channel applications. This paper presents a novel concatenated space-time multiuser detector based on it for uplink reception in a DS-CDMA system with periodic spreading. It consists of two stages: the spatial filter bank based on block RLS despread respread directing algorithm (BRLS-DRDA) is the first, which extracts the desired signal of each delay path and suppresses interference via spatial domain filtering; the R-CCMA multiuser detector is the following stage whose task is to further suppress interference from other paths and other users with temporal domain processing. Simulations show that it has quite fast convergence rate and very good steady-state performance.
Keywords :
channel bank filters; code division multiple access; concatenated codes; convergence of numerical methods; interference suppression; least squares approximations; multiuser detection; recursive estimation; space-time codes; spatial filters; spread spectrum communication; time-varying channels; BRLS-DRDA; DS-CDMA system; R-CCMA; block RLS despread respread directing algorithm; concatenated space-time multiuser detector; constant modulus algorithm; convergence rate; interference suppression; modulus parameter correction; periodic spreading; recursive constrained CMA; spatial domain filtering; spatial filter bank; steady-state performance; temporal domain processing; time-varying channel; uplink reception; Concatenated codes; Convergence; Detectors; Interference suppression; Multiaccess communication; Resonance light scattering; Robustness; Spatial filters; Steady-state; Time-varying channels;
Conference_Titel :
Spread Spectrum Techniques and Applications, 2004 IEEE Eighth International Symposium on
Print_ISBN :
0-7803-8408-3
DOI :
10.1109/ISSSTA.2004.1371658