维纳滤波处理的方向估计到达使用移动窗口算子

Y. Zou, H. Ouibrahim
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引用次数: 0

摘要

作者考虑在多源环境中使用m个传感器的线性阵列估计到达方向,其中d个源假设在远场并产生信号。提出了一种基于移动窗口算子的估计源位置的方法。提出了一种改进低信噪比估计的维纳滤波预处理方案。根据二阶统计量的知识和信号的定常和定常假设,可以很容易地求出维纳滤波器的系数。结果表明,在低信噪比条件下,对到达方向的估计得到了改善。本文还给出了对该方法进行计算机仿真的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wiener filter processing for directions of arrival estimation using a moving window operator
The authors consider the estimation of the directions of arrival in a multiple-source environment using a linear array of m sensors with d sources assumed to be in the far field and generating signals. A technique based on the moving window operator was proposed to estimate the locations of these sources. A Wiener filter preprocessing scheme to improve the estimates at low signal-to-noise ratios is described. On the basis of the knowledge of second-order statistics and the assumptions of stationary and time-invariant signals, the coefficients of the Wiener filter can be easily found. It is shown that the estimates of the directions of arrival are improved at low signal-to-noise ratios. Results of computer simulations carried out to evaluate the approach are also presented.<>
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