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Optimization techniques for the estimation of the thickness and the optical parameters of thin films using reflectance data

机译:使用反射数据估计薄膜厚度和光学参数的优化技术

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摘要

The present work considers the problem of estimating the thickness and the optical constants (extinction coefficient and refractive index) of thin films from the spectrum of normal reflectance R. This is an ill-conditioned highly underdetermined inverse problem. The estimation is done in the spectral range where the film is not opaque. The idea behind the choice of this particular spectral range is to compare the film characteristics retrieved from transmittance T and from reflectance data. In the first part of the paper a compact formula for R is deduced. The approach to deconvolute the R data is to use well-known information on the dependence of the optical constants on photon energy of semiconductors and dielectrics and to formulate the estimation as a nonlinear optimization problem. Previous publications of the group on the subject provide the guidelines for designing the new procedures. The consistency of the approach is tested with computer-generated thin films and also with measured R and T spectral data of an a-Si:H film deposited onto glass. The algorithms can handle satisfactorily the problem of a poor photometric accuracy in reflectance data, as well as a partial linearity of the detector response. The results on gedanken films and on a-Si:H indicate a very good agreement between expected and retrieved values. (C) 2005 American Institute of Physics.
机译:本作者考虑了估计薄膜的厚度和光学常数(消光系数和折射率)从正常反射率R的光谱估计薄膜。这是一个不存在的高度有限的逆问题。估计在薄膜不透明的光谱范围内完成。选择该特定光谱范围的选择背后的想法是比较从透射率T和反射数据中检索的膜特性。在纸张的第一部分中,推导出R的紧凑配方。解构R数据的方法是使用关于光学常数在半导体和电介质的光子能量上的众所周知的信息,并将估计作为非线性优化问题。本集团的上一篇关于该主题的出版物提供了设计新程序的指导方针。该方法的一致性是用计算机产生的薄膜测试的,并且还测试了沉积在玻璃上的A-Si:H薄膜的R和T光谱数据。该算法可以令人满意地处理反射数据中的光度学精度差的问题,以及检测器响应的部分线性。 GEDANKEN薄膜和A-SI上的结果:H在预期和检索值之间表示非常好的一致性。 (c)2005年美国物理研究所。

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