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

机译:使用进化计算技术的MC-CDMA通信系统自适应多级多用户检测器

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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.
机译:多载波直接序列码分多址(MC-DS-CDMA)移动通信系统的主要目标是克服多径衰落影响以及远近效应并增加其容量。最近已经提出了许多最优和次优的多用户检测方法,并在文献中进行了分析。不幸的是,它们中的大多数都有需要实用解决方案的缺点。因此,本文提出了一种基于粒子群优化(PSO)方法的自适应多级干扰消除结构,有效消除了多址干扰(MAI)和远近效应,并迅速收敛到全局最优解。 。仿真结果表明,该方案在加性高斯白噪声和多径衰落信道中均优于现有的干扰消除方法。

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