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首页> 外文期刊>SIAM Journal on Applied Mathematics >PHASED AND PHASELESS DOMAIN RECONSTRUCTIONS IN THE INVERSE SCATTERING PROBLEM VIA SCATTERING COEFFICIENTS
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PHASED AND PHASELESS DOMAIN RECONSTRUCTIONS IN THE INVERSE SCATTERING PROBLEM VIA SCATTERING COEFFICIENTS

机译:通过散射系数进行逆散射问题中的相域和无相域重构

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摘要

In this work we first review the (phased) inverse scattering problem and then pursue the phaseless reconstruction from far-field data with the help of the concept of scattering coefficients. We perform sensitivity, resolution, and stability analysis of both phased and phaseless problems and compare the degree of ill-posedness of the phased and phaseless reconstructions. The phaseless reconstruction is highly nonlinear and much more severely ill-posed. Algorithms are provided to solve both the phased and the phaseless reconstructions in the linearized case. Stability is studied by estimating the condition number of the inversion process for both the phased and the phaseless cases. An optimal strategy is suggested to attain the infimum of the condition numbers of the phaseless reconstruction, which may provide an important guidance for efficient phaseless measurements in practical applications. To the best of our knowledge, the stability analysis in terms of condition numbers is new for the phased and phaseless inverse scattering problems and is very important to help us understand the degree of ill-posedness of these inverse problems. Numerical experiments are provided to illustrate the theoretical asymptotic behavior, as well as the effectiveness and robustness of the phaseless reconstruction algorithm.
机译:在这项工作中,我们首先回顾(相位)逆散射问题,然后借助散射系数的概念,从远场数据中进行无相重建。我们对有相位和无相位问题都进行了灵敏度,分辨率和稳定性分析,并比较了有相位和无相位重构的不适定程度。无相重建是高度非线性的,而且病态严重得多。提供了用于解决线性化情况下的有相和无相重构的算法。通过估计有相和无相情况下反演过程的条件数来研究稳定性。提出了一种最佳策略来获得无相重构条件数的最小值,这可能为实际应用中的有效无相测量提供重要指导。据我们所知,根据条件数进行的稳定性分析对于有相和无相逆散射问题是新的,对于帮助我们理解这些逆问题的不适定性非常重要。提供数值实验来说明理论上的渐近行为,以及无相重建算法的有效性和鲁棒性。

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