An Adaptive Multistage Multiuser Detector for MC-CDMA Communication Systems Using Evolutionary Computation Technique

被引:5
作者
Hung, Ho-Lung [2 ]
Wen, Jyh-Horng [1 ]
机构
[1] Tunghai Univ, Dept Elect Engn, Taichung 40704, Taiwan
[2] Chien Kuo Technol Univ, Dept Elect Engn, Changhua, Taiwan
关键词
MC-CDMA; Multiuser detection; Particle swarm optimization; Genetic algorithm; SUCCESSIVE INTERFERENCE CANCELLATION; MULTICARRIER CDMA; GENETIC ALGORITHM; MMSE RECEIVER; PERFORMANCE; CANCELER; CHANNELS; SCHEME;
D O I
10.1007/s11277-009-9722-3
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The main targets of multi-carrier direct sequence code division multiple access (MC-DS-CDMA) mobile communication systems are to overcome the multi-path fading influences as well as the near-far effect and to increase its capacity. Many optimal and suboptimal multi-user detection approaches have recently been proposed and analyzed in literature. Unfortunately, most of them share the drawback of requiring a practical solution. Therefore, we have presented an adaptive multistage interference cancellation structure based on the particle swarm optimization (PSO) approach in this paper, and have effectively eliminated the multi-access interference (MAI) and near-far effect, and quickly converges to global optimal solution. Simulation results show that the proposed scheme can outperform some of the existed interference cancellation methods in both the additive white Gaussian noise and the multi-path fading channels.
引用
收藏
页码:613 / 633
页数:21
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