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首页> 外文期刊>IEEE communications letters >Multiuser detection for DS-CDMA systems using evolutionary programming
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Multiuser detection for DS-CDMA systems using evolutionary programming

机译:使用进化编程的DS-CDMA系统多用户检测

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摘要

This article introduces a new multiuser detection scheme which uses evolutionary programming (EP) to detect the user bits based on the maximum-likelihood decision rule. The major advantage of the proposed detector is that it has a lower computational complexity compared to other popular evolutionary-algorithm-based detectors. The simulation results show that the EP has always converged to the optimum solution with a small number of generations. The simulated average computational time performance demonstrates that this approach achieves practical ML performance with polynomial complexity in the number of users.
机译:本文介绍了一种新的多用户检测方案,该方案使用进化编程(EP)根据最大似然决策规则检测用户比特。所提出的探测器的主要优点是,与其他流行的基于进化算法的探测器相比,它具有较低的计算复杂度。仿真结果表明,EP代数总是收敛于最优解。仿真的平均计算时间性能表明,该方法以用户数量的多项式复杂度实现了实用的ML性能。

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