使用自适应天线阵列的宽带干扰消除

E. Soleit, K. El-Barbary, M.Z. Heneidi
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引用次数: 1

摘要

利用自适应天线阵列消除宽带干扰是本文的研究目标。比较了最小均方误差自适应干扰消除算法(AIC-LMS)与基于四阶累积量的高阶统计量自适应干扰消除算法(AIC-HOS)的性能。通过计算机仿真比较了两种算法的性能。分析了干扰源数量、干扰源到达方向和频带的变化对自适应干扰消除器性能的影响。结果表明,与LMS算法相比,AIC-HOS算法具有更好的自适应速度和对期望信号的检测能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wideband interference cancellation using adaptive antenna arrays
A wideband interference cancellation using adaptive antenna arrays is the objective of this paper. A comparison between the performance of the adaptive interference canceller with least mean square error (AIC-LMS) and the higher order statistics (AIC-HOS), fourth order cumulant based algorithm is presented. The performances of both algorithms are compared through computer simulations. The effects of the number of interference sources, and the change of the direction of arrival and the frequency band of the interference sources on the performance of the adaptive interference canceller are evaluated. It is found that the AIC-HOS algorithm exhibits a better adaptation speed and greater detection capability of the desired signal than that of the LMS one.
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