Title :
Multiuser detection in flat Rayleigh fading channel using an approximate MMSE algorithm
Author :
Hu, Jun ; Blum, Rick S.
Author_Institution :
EECS Dept., Lehigh Univ., Bethlehem, PA, USA
Abstract :
We study multiuser detection for a synchronous DS-CDMA system in a flat Rayleigh fading channel. An approximate MMSE detector which is independent of the magnitude of the received signal is proposed. This detector is not only easier to implement but also easier to analyze than the exact MMSE detector. This is especially true for the case employing ML sequences. We have developed a closed form expression for its performance. Numerical simulations for CDMA systems employing ML and random sequences are provided. These results demonstrate that the performance difference between the exact and approximate MMSE algorithms is very small which makes the latter a very good approximation
Keywords :
Rayleigh channels; code division multiple access; least mean squares methods; multiuser channels; signal detection; spread spectrum communication; ML sequences; approximate MMSE detector; closed form expression; code division multiple access; flat Rayleigh fading channel; multiuser detection; random sequences; synchronous DS-CDMA system; Artificial intelligence; Bit error rate; Detectors; Fading; Gaussian noise; Matched filters; Multiaccess communication; Multiuser detection; Performance analysis; Rayleigh channels;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940451