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OPTIMAL EXPERIMENTAL DESIGN FOR AN INVERSE SCATTERING PROBLEM

机译:逆散射问题的最佳实验设计

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We consider the problem of imaging a medium using an array of sensors. More specifically, we are interested in optimally designing a sequence of experiments for probing a medium in order to form an image of the scatterers present in the medium. In this paper, we consider the case where the received signal is corrupted by noise. We derive an expression for the mean square error for estimating the scatter coefficients and find the optimal sequence scheme that minimizes this error. Using the expression for the minimum mean square error, we show that we can do better than any beamform-ing approach to imaging. In the process, we also find the optimal energy allocation between the sequence of experiments. Closed-form expressions for the optimal transmission scheme and the minimum mean square error are provided.
机译:我们考虑使用传感器阵列成像介质的问题。更具体地,我们对最佳地设计用于探测介质的一系列实验,以便形成在介质中存在的散射体的图像。在本文中,我们考虑所接收信号被噪声损坏的情况。我们导出了用于估计散射系数的均方误差的表达式,并找到最小化此错误的最佳序列方案。使用最小均方错误的表达式,我们表明我们可以比任何波束成形方法更好地进行成像。在此过程中,我们还发现了实验顺序之间的最佳能量分配。提供了最佳传输方案的闭合表达式和最小均方误差。

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