Title :
Adaptive receivers for mobile DS-CDMA communication systems
Author :
Elders-Boll, Harald ; Herper, Michael ; Busboom, Axel
Author_Institution :
Inst. fur Elektrische Nachrichtentech., Tech. Hochschule Aachen, Germany
Abstract :
We investigate the performance of adaptive receivers for mobile DS-CDMA communication systems. Adaptive filters are known to effectively cope with both multiuser interference and multipath propagation in the case of static channels. A time-variant channel can be assumed static if the variations of the channel are slow compared with the convergence rate of the adaptive algorithm. However, in mobile communication where channels change very rapidly, this assumption is not valid. Therefore, we investigate the tracking performance of adaptive receivers in a mobile environment with realistic parameters. Different algorithms and receiver structures are compared. The results indicate that the convergence speed of the LMS algorithm is too slow. The NLMS yields good results if the velocity of the mobile is slow. The RLS yields good results if the number of users is relatively small. We propose a new adaptive multiuser receiver structure which allows one to increase the number of users
Keywords :
adaptive filters; adaptive signal processing; code division multiple access; convergence of numerical methods; filtering theory; land mobile radio; least mean squares methods; multipath channels; pseudonoise codes; radio receivers; radiofrequency interference; spread spectrum communication; time-varying channels; tracking; LMS algorithm; NLMS; RLS; adaptive algorithm; adaptive filters; adaptive multiuser receiver; convergence rate; convergence speed; mobile DS-CDMA communication systems; mobile communication; mobile velocity; multipath propagation; multiuser interference; static channels; time-variant channel; tracking performance; Adaptive algorithm; Adaptive filters; Adaptive systems; Convergence; Finite impulse response filter; Least squares approximation; Mobile communication; Multiaccess communication; Multiple access interference; Resonance light scattering;
Conference_Titel :
Vehicular Technology Conference, 1997, IEEE 47th
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-3659-3
DOI :
10.1109/VETEC.1997.605984