硬条件下到达方向估计的性能分析

Btissam Boustani, A. Baghdad, A. Sahel, A. Ballouk, Abdelmajid Badr
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引用次数: 4

摘要

本文研究了两种DOA估计算法ROOT-MUSIC和ROOT-WSF在严重条件下导致信号劣化的性能分析。这些算法在之前的研究[1][2]的对比研究中被证明是有效的,尽管这些算法没有包括信号可能受到的约束。在这种情况下,我们评估了两种DOA估计算法,基于四个标准:高频,相关信号,紧密间隔的信号源和噪声检测。在这种困难条件下,ROOT-WSF算法为检测到达角提供了最准确的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance analysis of direction of arrival estimation under hard condition
This study presents the performance analysis of two DOA estimation algorithms, ROOT-MUSIC and ROOT-WSF under severe conditions, responsible of signal deterioration. These algorithms have proven to be effective in the comparative study made in previous studies [1] [2], although, it did not include the constraints that a signal can be subjected to. In this context we evaluated the two DOA estimation algorithms, based on four criterias: high frequency, correlated signal, closely spaced sources and noise detection. ROOT-WSF algorithm provides the most accurate results for detecting the angle of arrival under this hard condition.
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