Numerical ellipsometry: A method for selecting a near-minimal infrared measurement set for β-gallium oxide

F. Urban, D. Barton, M. Schubert
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引用次数: 3

Abstract

The objective of this work is to develop a method for defining, a priori, a set of minimum ellipsometry measurements that provide for a near-minimal data set (measurement set) sufficient for an analysis of optically anisotropic crystals with monoclinic symmetry with minimal prior knowledge. Example measurements are obtained by reflection from two differently oriented smooth, flat, anisotropic, monoclinic β-Ga2O3 crystals. A measurement may consist of any set of common type ellipsometry data such as selected sets of normalized Jones matrix elements or selected sets of normalized Mueller matrix elements measured at selected angles of incidence and/or rotation of the sample, also know as table rotation. The only prior knowledge used here is the crystallographic surface orientation. The four complex-valued permittivity parameters of the monoclinic symmetry crystal are then the object of interest and the only remaining unknown parameters. The motif for our investigation is the desire to better understand how to reduce measurement time for the otherwise extensive data acquisition considered necessary thus far to fully characterize low-symmetry anisotropic materials in substrates and semiconductor heterostructures. The near-minimal measurement set introduced here is then obtained by selection from a prior, larger data set. The larger data set thus far largely overdetermines the amount of necessary information. The first criterion is that there be sufficient intensity of the reflected light considering the p and s polarized reflections produced by p and s polarized incident light. The second criterion for inclusion is that the permittivity tensor is sensitive to measurement, that is, a significant change in a measurement set results in a significant change in the solution for permittivity. Finally, the near-minimal measurement set must result in solvable sets of equations. This is examined by computing the Jacobian of the system of equations for various sets of measurements in order to only keep measurements for which the condition of the Jacobian falls below the threshold for usability. We find that sets containing four measurements of on-diagonal Jones matrix elements alone, obtained across a wide spread of table rotations, provide most sensitive and intrinsically sufficient information to solve for the permittivity values. In summary, the scheme consists of determining the following measurement conditions: (1) reflections of high intensity to enable accurate measurements. (2) sensitivity to the unknown parameters, and (3) a solvable set of equations.
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数值椭偏法:一种选择β-氧化镓近最小红外测量装置的方法
这项工作的目的是开发一种方法来先验地定义一组最小椭偏测量值,这些测量值提供了一个接近最小的数据集(测量集),足以用最小的先验知识分析具有单斜对称性的光学各向异性晶体。通过两个不同取向的光滑、平坦、各向异性、单斜β-Ga2O3晶体的反射获得了测量实例。测量可以由任何一组普通类型的椭偏数据组成,例如在选定的入射角和/或样品旋转(也称为工作台旋转)处测量的选定的归一化琼斯矩阵元素集或选定的归一化穆勒矩阵元素集。这里使用的唯一先验知识是晶体表面取向。单斜对称晶体的四个复值介电常数参数是我们感兴趣的对象,也是唯一剩下的未知参数。我们研究的主题是希望更好地理解如何减少测量时间,否则广泛的数据采集被认为是迄今为止充分表征衬底和半导体异质结构中的低对称性各向异性材料所必需的。这里介绍的近最小测量集然后通过从先前的更大的数据集中选择获得。迄今为止,更大的数据集在很大程度上过度决定了必要信息的数量。第一个标准是考虑到p和s偏振入射光产生的p和s偏振反射,反射光有足够的强度。包含的第二个准则是介电常数张量对测量敏感,即测量集的显著变化导致介电常数解的显著变化。最后,近最小测量集必须产生可解的方程组。这是通过计算各种测量集合的方程组的雅可比矩阵来检验的,以便只保留雅可比矩阵条件低于可用性阈值的测量。我们发现,仅包含四个对角线上琼斯矩阵元素的测量值的集合,在广泛的表旋转中获得,提供了最敏感和本质上充分的信息来求解介电常数值。综上所述,该方案包括确定以下测量条件:(1)高强度反射,以实现精确测量。(2)对未知参数的敏感性;(3)一组可解的方程。
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