非相干阵列的到达方向

Wei Jiang, A. Haimovich, Yonina C. Eldar
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引用次数: 3

摘要

在以前的工作中,我们已经表明,非相干到达方向(DOA)的估计阵列的传感器可以实现从震级测量。在这里,我们表明,仅由传感器阵列收集的震级测量可以通过非中心卡方分布建模,其平均值和方差与相位误差无关。我们还开发了两个源之间空间频率差的非相干DOA估计的Cramer-Rao界(CRB)的封闭表达式。最后,我们得到了各种未知参数的最大似然估计(MLEs)的封闭表达式。这些理论表达式用于分析非相干DOA估计的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Direction of arrival by non-coherent arrays
In previous work we have shown that non-coherent direction of arrival (DOA) estimation by an array of sensors may be implemented from magnitude-only measurements. Here we show that magnitude-only measurements collected by a sensor array may be modeled by a non-central chi-square distribution with mean and variance independent of the phase errors. We also develop a closed-form expression for the Cramer-Rao bound (CRB) of non-coherent DOA estimation for the difference in spatial frequency between two sources. Finally, we obtain closed-form expressions for the maximum likelihood estimates (MLEs) of various unknown parameters. These theoretical expressions are used to analyze the performance of non-coherent DOA estimation.
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