Title :
Cumulant based blind equalization with user and channel identification for multiuser asynchronous DS/CDMA systems in multipath
Author :
Chi, Chong-Yung ; Chen, Chii-Horng
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
Cumulant based inverse filter criteria for blind equalization of multi-input multi-output (MIMO) systems with non-Gaussian measurements can be applied to blind equalization of multiuser asynchronous DS/CDMA systems in multipath, but each pair of detected symbol sequence and estimated overall multipath channel (convolution of multipath channel and spreading code) cannot be identified with the associated active user. In this paper, a user identification algorithm (UIA) is proposed that further processes each estimated overall channel response by a bank of matched filters of user signature sequences followed by a comparator to identify each detected symbol sequence with the associated user. Then some simulation results are presented to support the efficacy of the proposed UIA. Finally, some conclusions are provided
Keywords :
MIMO systems; blind equalisers; code division multiple access; filtering theory; higher order statistics; matched filters; multipath channels; multiuser channels; signal detection; MIMO systems; blind equalization; channel identification; channel response; comparator; convolution; cumulant based inverse filter; detected symbol sequence; matched filter bank; multi-input multi-output systems; multipath channel; multiuser asynchronous DS/CDMA systems; non-Gaussian measurements; simulation results; spreading code; user identification; user identification algorithm; user signature sequences; Blind equalizers; Convolution; Delay effects; Electric variables measurement; Electronic mail; MIMO; Matched filters; Multiaccess communication; Multipath channels; Nonlinear filters;
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.1999.783056