互耦合对LMS自适应天线阵列算法的影响

S. Alexander, J. Kauffman
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引用次数: 1

摘要

最小均方(LMS)算法经常用于调整形成最终天线方向图的阵列元素的加权乘法器。虽然已经报道了在期望信号方向上形成模式最大值和自适应消除强干扰器等应用中显著的性能增益,但目前的许多结果都假设阵列元素之间没有相互耦合。本文考察了互元耦合对LMS算法两个性质的影响:(1)收敛速度和(2)稳态模式。通过元素耦合系数进行了分析,明确地显示了相互耦合的影响。结果表明,元素耦合的幅值和相位一般都会降低LMS算法的收敛速度,并导致模式最大值出现在非期望信号到达角度的注视方向上。然后有几个例子说明了LMS在典型耦合环境中的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of Mutual Coupling upon the LMS Adaptive Antenna Array Algorithm
The Least Mean Squares (LMS) algorithm has been frequently used for adapting the weighting multipliers of array elements which form the resulting antenna pattern. While significant performance gain has been reported for such applications as forming a pattern maximum in the direction of a desired signal and adaptively nulling strong jammers, many of the current results have assumed no mutual coupling between array elements. This paper examines the effects of mutual element coupling upon two properties of the LMS algorithm: (1) convergence rate, and (2) steady state pattern. Analysis is developed which displays the effects of mutual coupling explicitly via the elemental coupling coefficients. It is shown that both amplitude and phase of the elemental coupling in general degrades the convergence rate of the LMS algorithm and causes the pattern maximum to appear at a look-direction other than the angle of desired signal arrival. Several examples then illustrate LMS performance in representative coupled environments.
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