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Wavelet-based method for nonlinear inverse scattering problem using least mean square estimation

机译:基于小波的最小二乘估计的非线性逆散射问题

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In this paper; we present an approach to nonlinear inverse scattering problem using wavelets and least square estimation. Considering a slab of inhomogeneous medium an algorithm is designed to find the medium parameters in terms of scattered electromagnetic fields. The parameters are defined in terms of linear and nonlinear components of susceptibility and permeability. Algorithms are proposed for solving the parameters that characterize the inho-mogeneous medium by first determining an approximate expansion for the scattered EM fields (forward scattering) using Maxwell's equations. Posing the problem using wavelet basis functions in Method of Moment the inverse solutions and parameters are obtained in terms of the basis functions Inverse problems arise in medical data, seismic data, geophysical prospecting and many more applications. This paper demonstrates the analysis and algorithm for the estimation of parameters using inverse scattering technique.
机译:本文我们提出了一种使用小波和最小二乘估计的非线性逆散射问题的方法。考虑到不均匀介质的平板,设计了一种算法,用于根据散射电磁场找到介质参数。这些参数是根据磁化率和磁导率的线性和非线性分量定义的。提出了一种算法,通过首先使用麦克斯韦方程确定散射电磁场的近似扩展(正向散射)来求解表征非均相介质的参数。在矩量法中使用小波基函数定位问题,根据基函数获得反解和参数。在医学数据,地震数据,地球物理勘探以及更多应用中出现反问题。本文演示了使用逆散射技术估算参数的分析方法和算法。

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