Title :
Combination of adaptive multiuser detection and parallel interference cancellation technique for DS-CDMA systems
Author :
Cho, KyungSeon ; Madsen, A.H. ; Park, WonJin
Author_Institution :
Access Network Lab., Calgary Univ., Alta., Canada
Abstract :
Two kinds of the adaptive multi-stage multiuser detectors are implemented for DS-CDMA. One is the adaptive MMSE/PIC multiuser detector and the other is the adaptive decorrelating/PIC multiuser detector. These detectors can be implemented by combining the adaptive multiuser detection schemes with the parallel interference canceller (PIC). From the simulation results and numerical calculation results, it is apparent the performance of the adaptive MMSE/PIC and the adaptive decorrelating/PIC detectors are very closed to that of the non-adaptive MMSE/PIC and nonadaptive decorrelating/PIC detectors. Also it was shown that the performance of these detectors is much better than that of the conventional detector and decorrelating multiuser detector and that they are near-far resistant. As the power of the interference increases the performance of MMSE/PIC and decorrelating/PIC approaches a single user bound. In addition, the adaptive algorithm does not require calculation of the cross-correlation and the inversion of the cross-correlation. Therefore, it is efficient to use the adaptive multiuser detectors instead of non-adaptive multiuser detectors it view of the system complexity
Keywords :
AWGN channels; adaptive signal detection; code division multiple access; computational complexity; interference suppression; least mean squares methods; multiuser channels; radiofrequency interference; spread spectrum communication; AWGN; DS-CDMA systems; adaptive MMSE/PIC multiuser detector; adaptive algorithm; adaptive decorrelating/PIC detectors; adaptive decorrelating/PIC multiuser detector; adaptive multi-stage multiuser detectors; adaptive multiuser detection; interference power; near-far resistant detector; nonadaptive MMSE/PIC detector; nonadaptive decorrelating/PIC detector; parallel interference cancellation; simulation results; system complexity; white Gaussian noise channel; Adaptive signal detection; Decorrelation; Detectors; Equations; Interference cancellation; Matched filters; Multiaccess communication; Multiuser detection; Power system modeling; Spread spectrum communication;
Conference_Titel :
Adaptive Systems for Signal Processing, Communications, and Control Symposium 2000. AS-SPCC. The IEEE 2000
Conference_Location :
Lake Louise, Alta.
Print_ISBN :
0-7803-5800-7
DOI :
10.1109/ASSPCC.2000.882509