线性传感器阵列的方位估计误差与分辨率损失

Siqian Liu, Hongxiang Li, B. Gou
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引用次数: 3

摘要

为了准确估计信号到达方向,广泛使用传感器阵列来提高结果的分辨率和精度。在基于子空间的算法中,由于阵列传感器的位置误差改变了流形中的阵列,会严重影响估计结果。本文提出了一种改进的线性传感器阵列方位估计方法,使位置误差的影响最小化。分析了传感器位置误差与阵列最小分辨率之间的关系。仿真结果表明,该方法提高了DOA估计的精度,阵列分辨率由阵列传感器个数和位置误差共同决定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DOA estimation error and resolution loss in linear sensor array
In order to estimate the direction of signal arrival (DOA) precisely, array of sensors is widely used to enhance resolution and accuracy of the results. For subspace-based algorithms, array sensors' position error may severely influence the estimation result since it changes the array in manifold. In this paper, we provide an improved DOA estimation method for general linear sensor array so that the effect of position error is minimized. We analytically present the relationship between sensor position error and the array's minimum resolution. Simulation results show that the new method does enhance the accuracy of the DOA estimation and the array resolution is determined by both the number of array sensors and the position error.
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