一种改进的无线CDMA系统多目标自适应阵列算法。

Yun-hui Liu, Yu-hang Yang
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引用次数: 3

摘要

提出了一种改进的最小二乘扩散扩散多目标常模算法(LS-DRMTCMA)。采用最小误码率(MBER)准则对原算法的代价函数进行了改进。该算法试图通过直接最小化码分多址(CDMA)移动通信系统的误码率(BER)来优化权向量。为了实现权向量的自适应更新,提出了一种基于样本的概率密度函数核密度估计的随机梯度自适应算法。仿真结果表明,改进后的算法显著提高了给定CDMA通信系统的误码率性能、容量和抗近远效应。
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A modified multitarget adaptive array algorithm for wireless CDMA system.

The paper presents a modified least squares despread respread multitarget constant modulus algorithm (LS-DRMTCMA). The cost function of the original algorithm was modified by the minimum bit error rate (MBER) criterion. The novel algorithm tries to optimize weight vectors by directly minimizing bit error rate (BER) of code division multiple access (CDMA) mobile communication system. In order to achieve adaptive update of weight vectors, a stochastic gradient adaptive algorithm was developed by a kernel density estimator of possibility density function based on samples. Simulation results showed that the modified algorithm remarkably improves the BER performance, capacity and near-far effect resistance of a given CDMA communication system.

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