线性一维逆剖面:在背景中起到完美反射平面的作用。

IF 1.5 3区 物理与天体物理 Q3 OPTICS
Maria A Maisto, Roberto Dima, Loreto Di Donato, Angela Dell'Aversano, Raffaele Solimene, Antonio Cuccaro
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引用次数: 0

摘要

一维反剖面的目的是利用散射场数据重建一维散射体的介电剖面。虽然该问题可以在线性化框架内得到显著简化(尽管以明显的性能限制为代价),但由于该问题固有的不适定性,该解决方案仍然具有挑战性,这与线性散射算子引入的“滤波”有关。为了提高重构精度,可以利用已知不均匀性的宿主介质。这样的介质通过引入额外的反射和散射而丰富了散射环境,这改变了散射算子的性质,通常导致不那么严重的滤波。在本研究中,我们利用多频数据研究了完美反射面对一维线性反剖面问题的影响。虽然这种情况之前已经通过一些定性研究进行了探索,但我们通过其奇异值分解(SVD)关注所涉及的散射算子的数学特征。特别是,我们推导了奇异系统的分析估计,这反过来使我们能够识别配置参数对可实现性能的影响。更详细地说,点扩散函数(PSF)可以解析确定并与配置参数联系起来。采用截断svd正则化反演方案得到的结果表明,相对于均匀介质情况,反射平面在重建过程中使未知物体所经历的带通滤波的频带增加了一倍。此外,反射平面的存在也有利于重建未知介质剖面的连续分量(平均值)。总的来说,反射平面的包含使更广泛的介电剖面的稳定重建成为可能,从而提高了反剖面过程的分辨率和精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Linear one-dimensional inverse profiling: the role of a perfect reflecting plane in the background.

One-dimensional (1D) inverse profiling aims to reconstruct the dielectric profile of 1D scatterers from the scattered field data. While the problem can be significantly simplified within a linearized framework (albeit at the cost of obvious performance limitations), the solution remains challenging due to the inherent ill-posedness of the problem, which is related to the "filtering" introduced by the linear scattering operator. To improve reconstruction accuracy, a host medium with known inhomogeneities can be exploited. Such a medium enriches the scattering environment by introducing additional reflections and scattering, which alters the properties of the scattering operator, resulting, in general, in less severe filtering. In this study, we investigate the effect of a perfect reflecting plane on the 1D linear inverse profiling problem using multi-frequency data. While this scenario has previously been explored through somewhat qualitative studies, we focus on the mathematical features of the involved scattering operator via its singular value decomposition (SVD). In particular, we derive an analytical estimation of the singular system, which in turn allows us to identify the influence of the configuration parameters on the achievable performance. In more detail, the point-spread function (PSF) can be analytically determined and linked to the configuration parameters. Results obtained by using a truncated-SVD regularized inversion scheme show that the reflecting plane doubles the band, with respect to the homogeneous host medium case, of the band-pass filtering that the unknown undergoes during the reconstruction process. Moreover, the presence of the reflecting plane facilitates the reconstruction of the continuous component (mean value) of the unknown dielectric profile as well. Overall, the inclusion of a reflecting plane enables the stable reconstruction of a broader class of dielectric profiles, improving both the resolution and the accuracy of the inverse profiling process.

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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
417
审稿时长
3 months
期刊介绍: The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as: * Atmospheric optics * Clinical vision * Coherence and Statistical Optics * Color * Diffraction and gratings * Image processing * Machine vision * Physiological optics * Polarization * Scattering * Signal processing * Thin films * Visual optics Also: j opt soc am a.
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