Title :
The generalized constant modulus algorithm applied to multiuser space-time equalization
Author :
Cavalcanti, F.R.P. ; Brandio, A.L. ; Romano, J.M.T.
Author_Institution :
Sch. of Electr. Eng., Univ. Estadual de Campinas, Sao Paulo, Brazil
Abstract :
The generalized constant modulus criterion and algorithm (GCMA) was proposed by Cavalcanti, Brandao and Romano (see Proc. Globecom/Comm. Theory Mini-Conference, Sydney, Australia, 1998) as a blind equalization technique for combating intersymbol interference in single-user systems. In this paper we extend this concept for the blind separation and equalization of multiple users in presence of intersymbol interference. The proposed criterion and algorithm can be viewed as a generalization of CMA in the sense that any constant modulus signal produced at the processor´s output satisfies the criterion. An LMS-type algorithm is derived and compared with the CMA in the context of multiuser space-time equalization. An enhanced method for the decorrelation of multiuser signals is also presented as part of the proposed space-time equalizer
Keywords :
adaptive equalisers; adaptive signal detection; blind equalisers; decorrelation; intersymbol interference; least mean squares methods; multiuser channels; space division multiple access; space-time adaptive processing; CMA generalization; ISI; LMS-type algorithm; adaptive algorithms; adaptive space-time processing; adaptive weight; blind equalization; blind separation; blind updating algorithm; constant modulus signal; convergence rate; decorrelation; generalized constant modulus algorithm; generalized constant modulus criterion; intersymbol interference; multiple-users system; multiuser detection; multiuser signals; multiuser space-time equalization; space division multiple access system; Adaptive algorithm; Adaptive arrays; Antenna arrays; Blind equalizers; Convergence; Decorrelation; Intersymbol interference; Least squares approximation; Receiving antennas; Signal processing;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 1999. SPAWC '99. 1999 2nd IEEE Workshop on
Conference_Location :
Annapolis, MD
Print_ISBN :
0-7803-5599-7
DOI :
10.1109/SPAWC.1999.783027