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用于弹性波反演的对角化对比源反演方法。

The diagonalized contrast source inversion approach for elastic wave inversion.

作者信息

Abubakar Aria, Habashy Tarek M

机构信息

Schlumberger-Doll Research, Cambridge, MA, USA.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2007 Sep;54(9):1834-40. doi: 10.1109/tuffc.2007.467.

Abstract

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.

摘要

本研究聚焦于嵌入均匀弹性背景中的物体的逆散射问题。通过超声源对介质进行探测,并沿着接收阵列观测散射场。目标是通过反演过程获取物体的形状、位置和本构参数。该问题采用矢量积分方程来表述。众所周知,此逆散射问题是非线性且不适定的。在实际配置中,这个非线性逆散射问题涉及大量未知数,因此即便利用当今的计算机算力,应用诸如高斯 - 牛顿法或非线性梯度法等完全非线性反演方法可能也不可行。所以,在本研究中我们使用所谓的对角化对比源反演(DCSI)方法,其中非线性问题被近似转化为多个线性问题。我们将表明,通过使用一个三步过程,非线性逆问题能够以求解三个约束线性逆问题为代价来处理。使用多个合成示例说明了该方法的稳健性和效率。

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