使用随机或确定性信号的多路径环境中的源定位

Shaolin Li, P. Schultheiss
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引用次数: 8

摘要

本文提出了一种多路径环境下阵列处理的一般理论。它的工作与源辐射带宽有限的高斯或确定性信号在密闭空间,如水声信道。利用源定位参数估计均方误差的Cramer-Rao界来评估信号特性、传感器阵列几何形状、源定位参数和传播条件对定位精度的影响。根据波束形成后的广义信噪比(频率为ω /sub k/)和从源到各种传感器的传递函数向量,计算了源定位参数的最小均方误差的一般表达式。比较了随机信号和确定性信号的定位精度。探讨了阵列几何形状对定位精度的影响、传播条件的不确定性和阵列方向的不确定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Source localization in a multipath environment using random or deterministic signals
The paper develops a general theory of array processing in a multipath environment. It works with sources radiating bandlimited Gaussian or deterministic signals in confined spaces such as an underwater acoustic channel. Cramer-Rao bounds on the mean square error of source location parameter estimates are used to evaluate the effects of signal properties, sensor array geometry, source location parameters and propagation conditions on localization accuracy. General expressions are calculated for the minimum mean square error of source location parameters in terms of a generalized post-beamforming signal to noise ratio beta /sub k/ at frequency omega /sub k/ and the vectors of transfer functions from the source to various sensors. A comparison is made between the location accuracy attainable with random and with deterministic signals. Also explored are the effects on location accuracy of array geometry, possible uncertainties in propagation conditions and uncertainties in array orientation.<>
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