Title :
Spreading code adaptation for DS-CDMA with multipath
Author :
Rajappan, Gowri S. ; Honig, Michael L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
Abstract :
We examine joint transmitter and receiver adaptation in a peer-to-peer direct sequence (DS)-code division multiple access (CDMA) system with multipath. The multipath channel is modeled as frequency-selective, slow fading, and each user adapts independently to minimize the mean squared error (MSE) at the receiver. Transmitter adaptation serves to pre-equalize the channel, and to avoid multiple-access interference from other users. A class of adaptive algorithms are presented which jointly optimize the transmitter and receiver with limited side information. We compare the performance with that obtained when transmitters and receivers are jointly adapted to minimize the sum MSE over all users, which would be appropriate for the reverse link of a cellular system. Numerical results which illustrate convergence properties are shown for both least squares and matched filter (RAKE) receivers
Keywords :
adaptive systems; cellular radio; code division multiple access; filtering theory; interference suppression; least squares approximations; matched filters; multipath channels; multiuser channels; optimisation; radio links; radio receivers; radio transmitters; spread spectrum communication; DS-CDMA; MSE; RAKE receiver; adaptive algorithms; alternating optimization; cellular system; convergence properties; direct sequence-code division multiple access; frequency-selective fading; least squares receiver; limited side information; matched filter receiver; mean squared error; multipath channel; multiple-access interference; performance; pre-equalization; receiver adaptation; reverse link; slow fading; spreading code adaptation; transmitter adaptation; Adaptive algorithm; Convergence of numerical methods; Fading; Frequency; Multiaccess communication; Multipath channels; Multiple access interference; Peer to peer computing; RAKE receivers; Transmitters;
Conference_Titel :
MILCOM 2000. 21st Century Military Communications Conference Proceedings
Conference_Location :
Los Angeles, CA
Print_ISBN :
0-7803-6521-6
DOI :
10.1109/MILCOM.2000.904110