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首页> 外文期刊>IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control >The Diagonalized Contrast Source Inversion Approach for Elastic Wave Inversion
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The Diagonalized Contrast Source Inversion Approach for Elastic Wave Inversion

机译:弹性波反演的对角对比源反演方法

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This study focuses on the inverse scattering of objects embedded in a homogeneous elastic background. The medium is probed by ultrasonic sources, and the scattered fields are observed along a receiver array. The goal is to retrieve the shape, location, and constitutive parameters of the objects through an inversion procedure. The problem is formulated using a vector integral equation . As is well-known, this inverse scattering problem is nonlinear and ill-posed. In a realistic configuration, this nonlinear inverse scattering problem involves a large number of unknowns, hence the application of full nonlinear inversion approaches such as Gauss-Newton or nonlinear gradient methods might not be feasible, even with present-day computer power. Hence, in this study we use the so-called diagonalized contrast source inversion (DCSI) method in which the nonlinear problem is approximately transformed into a number of linear problems. We will show that, by using a three-step procedure, the nonlinear inverse problem can be handled at the cost of solving three constrained linear inverse problems. The robustness and efficiency of this approach is illustrated using a number of synthetic examples.
机译:这项研究的重点是嵌入均匀弹性背景中的物体的反向散射。通过超声源探测介质,并沿着接收器阵列观察散射场。目的是通过反演过程检索对象的形状,位置和本构参数。这个问题是用向量积分方程表述的。众所周知,该逆散射问题是非线性的并且是不适定的。在现实的配置中,此非线性逆散射问题涉及大量未知数,因此即使使用当今的计算机功能,也无法应用诸如Gauss-Newton之类的完全非线性反演方法或非线性梯度方法。因此,在这项研究中,我们使用了所谓的对角化对比源反演(DCSI)方法,其中非线性问题近似转换为许多线性问题。我们将显示,通过使用三步过程,可以以解决三个约束线性逆问题为代价来处理非线性逆问题。使用许多综合示例说明了这种方法的鲁棒性和效率。

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