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Effects of Multiple Scattering on Resolution of Full-Wave Inverse-Scattering Solver

机译:多次散射对全波逆散射求解器分辨率的影响

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Inverse-scattering techniques have wide applications in quantitatively determining either physical or geometrical properties in various fields. Nevertheless, inverse-scattering problem is very challenging due to its ill-posed and nonlinear properties. In this paper, we study and analyze the effects of multiple scattering on the resolution of full-wave reconstructions in inverse-scattering problems, where theoretical analyses and numerical simulations have been conducted. In the numerical experiments, twofold subspace-based optimization method is used to reconstruct permittivities of scatterers from scattered fields for weak, moderate, and strong scatterers under different noise levels. It is found that, for weak scatterers, inversion is unstable, especially when noise is high. For strong scatterers, one can hardly obtain a solution that is close to the exact one even when the noise level is low. Furthermore, for moderate scatterers, the inversion is more stable than weak scatterers and one is able to find a solution that is close to the exact one with the optimization method.
机译:反向散射技术在定量确定各个领域的物理或几何性质方面具有广泛的应用。然而,逆散射问题由于其不适定和非线性特性而非常具有挑战性。在本文中,我们研究和分析了多次散射对反散射问题中全波重构分辨率的影响,并进行了理论分析和数值模拟。在数值实验中,基于双重子空间的优化方法用于从散射场中重建在不同噪声水平下弱,中和强散射体的散射体的介电常数。已经发现,对于弱散射体,反演是不稳定的,尤其是在噪声高的情况下。对于强散射体,即使噪声水平很低,也很难获得接近于精确解的解决方案。此外,对于中等散射体,反演比弱散射体更稳定,并且可以使用优化方法找到一种与精确散射体相近的解决方案。

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