一种基于斜投影滤波的无先验知识DOA估计算法

H. Hou, X. Mao, Hong Hong, A. Liu
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引用次数: 2

摘要

高分辨率多信号分类算法为估计到达方向(DOA)提供了一种有效的方法。然而,当弱信号伴随着强信号时,它表现不佳。为了解决这一问题,提出了一种基于斜投影滤波的DOA估计算法,该算法无需先验地知道信号的方向、强度、调制方式等。数值结果验证了该算法的有效性。结果表明,该方法可以获得高分辨率的入射源DOA估计。该算法对微弱信号的检测性能比MUSIC算法更加稳定和优越。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An oblique projection filtering based DOA estimation algorithm without a priori knowledge
The high resolution multiple signal classification (MUSIC) algorithm provides an efficient way to estimate direction- of-arrival (DOA). However, it performs poorly when weak signals are accompanied with strong ones. To solve this problem, an oblique projection filtering based DOA estimation algorithm is proposed without using a priori knowledge of the sources, such as directions, strength, modulation modes, etc. Numerical results verify the effectiveness of the proposed algorithm. It is shown that a high resolution DOA estimation of the incident sources can be achieved. The detection performances for weak signals are more stable and superior than that of the MUSIC algorithm.
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