Title :
Semi-blind spatio-temporal equalization and multiuser detection for DS-CDMA systems
Author :
Pacheco, Ryan A. ; Hatzinakos, Dimitrios
Author_Institution :
Edward S. Rogers S. Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
We propose a novel strategy for semi-blind spatio-temporal equalization and multiuser detection for short-burst asynchronous DS-CDMA systems. The technique is based on first performing semi-blind subspace-based channel identification and then semi-blind equalization via the constant modulus algorithm (CMA). In this way we are able to improve upon the traditional training-based least squares (LS) estimator by adding the constant modulus and cyclostationary properties of communication signals. Simulation results indicate a significant reduction in the required number of training symbols (for a short burst of data) compared with regularized LS estimators (both training-based and semi-blind). Application is in the reverse link of third-generation DS-CDMA systems
Keywords :
blind equalisers; cellular radio; code division multiple access; identification; multiuser channels; signal detection; spread spectrum communication; CMA; constant modulus algorithm; multiuser detection; reverse link; semi-blind equalization; short-burst asynchronous DS-CDMA; spatio-temporal equalization; subspace-based channel identification; third-generation systems; training symbols; Antenna accessories; Blind equalizers; Filters; Intersymbol interference; Least squares approximation; Multiaccess communication; Multiple access interference; Multiuser detection; Receiving antennas; Transmitting antennas;
Conference_Titel :
Wireless Communications, 2001. (SPAWC '01). 2001 IEEE Third Workshop on Signal Processing Advances in
Conference_Location :
Taiwan
Print_ISBN :
0-7803-6720-0
DOI :
10.1109/SPAWC.2001.923862