Title :
A space-time receiver for asynchronous DS-CDMA systems based on Kalman filter
Author :
Wang, Kun ; Ge, Hongya
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
fDate :
Oct. 29 2000-Nov. 1 2000
Abstract :
A new Kalman filter based space-time (S-T) receiver is proposed in this paper. By modeling an asynchronous CDMA system as a first-order state-space model, we can recursively obtain the finite-length linear minimum mean square error (LMMSE) receiver, which provides the best multiple access interference (MAI) cancellation among all the linear filters. Further interference suppression is provided by the spatial beam-former. The proposed receiver overcomes the near-far problem existing in the conventional joint S-T RAKE receiver. Simulation results demonstrate that the proposed Kalman filter based S-T receiver significantly outperforms the conventional joint S-T RAKE receiver.
Keywords :
Kalman filters; array signal processing; code division multiple access; filtering theory; interference suppression; least mean squares methods; multipath channels; multiuser channels; radio receivers; radiofrequency interference; signal detection; spread spectrum communication; state-space methods; Kalman filter; Kalman filter based detector; LMMSE receiver; SINR; asynchronous DS-CDMA systems; finite-length linear receiver; first-order state-space model; interference suppression; joint space-time RAKE receiver; linear filters; multipath distortion; multiple access interference cancellation; near-far problem; simulation results; space-time receiver; spatial beam-former; Detectors; Fading; Filters; Interference suppression; Multiaccess communication; Multipath channels; Multiple access interference; RAKE receivers; Signal processing; Signal to noise ratio;
Conference_Titel :
Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-6514-3
DOI :
10.1109/ACSSC.2000.911015