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DS-CDMA系统的一种进化规划多用户检测算法
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摘要:
针对码分多址接入(CDMA)系统中最优多用户检测的指数计算复杂度问题,结合CDMA通信的实际特点,利用进化规划免去了交叉操作因而计算复杂度小的特点,提出了一种基于进化规划的多用户检测问题的优化处理方法。实验结果表明本方法可获得接近最佳检测的性能,但计算复杂度降低。
关键词:  码分多址  多用户检测  进化规划  遗传算法
DOI:10.3969/j.issn.1001-893X.
Received:October 25, 2005Revised:January 25, 2006
基金项目:合肥工业大学校科研和教改项目
An Evolution Strategy Multi-User Detection Algorithm for DS-CDMA Systems
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Abstract:
With respect to the exponential computation complexity of the optimal multi-user detection(MUD) in CDMA systems,a sub-optimal multi-user detector based on evolution strategy for exonerating crossover operation and lowing computation complexity is proposed.The simulation results show that the performance approaches the optimal multi-user detector while the complexity is much lower.
Key words:  CDMA,multi-user detection(MUD),evolution strategy,genetic algorithm(GA)