Simultaneous precise measurements of multiple surfaces in wavelength-tuning interferometry via parameter estimation

IF 3.9 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Yong-Hao Zhou, Bin Shen, Lin Chang, Sergiy Valyukh, Ying-Jie Yu
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引用次数: 0

Abstract

Multiple-surface interferometry with nanoscale accuracy is important in the precise manufacturing of optically transparent parallel plates. To measure the surface profile and thickness variation of the plates simultaneously, the frequencies of the interferometric signal must be estimated from overlaid interferograms. Traditional algorithms typically suffer from issues such as spectrum leakage, reliance on initial iterative values, and the need for prior knowledge. In this study, the time-domain estimation algorithm for multiple-surface interferometry (MSI-TDe) is introduced based on a difference model to improve the accuracy of frequency estimation. The MSI-TDe algorithm is based on a normal equation that is insensitive to environmental noise. Using the algorithm, the frequencies of an interferometric signal can be estimated without prior knowledge and employed for wavefront reconstruction in multi-surface interferometry. Numerical simulation results indicate that the MSI-TDe algorithm has better frequency estimation performance than the discrete Fourier transform (DFT) algorithm. The relative error of the frequency estimation is on the order of 10–4. Three-surface interferometry was first performed. The root-mean square repeatability standard deviations of 0.07, 0.12 and 0.11 nm for the thickness variation, front surface profile, and rear surface profile, respectively, indicate the stability of the MSI-TDe algorithm. Four-surface interferometry with six frequency components was then performed. The adaptability of the MSI-TDe algorithm is validated by the measurement results.

波长调谐干涉测量中多个表面同时精确测量的参数估计
在光学透明平行板的精密制造中,具有纳米级精度的多面干涉测量是非常重要的。为了同时测量板的表面轮廓和厚度变化,必须从叠加的干涉图中估计干涉信号的频率。传统算法通常存在频谱泄漏、对初始迭代值的依赖以及对先验知识的需求等问题。本文提出了基于差分模型的多面干涉时域估计算法,以提高频率估计的精度。MSI-TDe算法基于对环境噪声不敏感的标准方程。利用该算法可以在不需要先验知识的情况下估计干涉信号的频率,并将其用于多面干涉测量中的波前重建。数值仿真结果表明,MSI-TDe算法比离散傅立叶变换(DFT)算法具有更好的频率估计性能。频率估计的相对误差在10-4量级。首先进行三面干涉测量。厚度变化、前表面轮廓和后表面轮廓的均方根重复性标准差分别为0.07、0.12和0.11 nm,表明MSI-TDe算法的稳定性。然后进行了六个频率分量的四面干涉测量。实测结果验证了MSI-TDe算法的适应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Advances in Manufacturing
Advances in Manufacturing Materials Science-Polymers and Plastics
CiteScore
9.10
自引率
3.80%
发文量
274
期刊介绍: As an innovative, fundamental and scientific journal, Advances in Manufacturing aims to describe the latest regional and global research results and forefront developments in advanced manufacturing field. As such, it serves as an international platform for academic exchange between experts, scholars and researchers in this field. All articles in Advances in Manufacturing are peer reviewed. Respected scholars from the fields of advanced manufacturing fields will be invited to write some comments. We also encourage and give priority to research papers that have made major breakthroughs or innovations in the fundamental theory. The targeted fields include: manufacturing automation, mechatronics and robotics, precision manufacturing and control, micro-nano-manufacturing, green manufacturing, design in manufacturing, metallic and nonmetallic materials in manufacturing, metallurgical process, etc. The forms of articles include (but not limited to): academic articles, research reports, and general reviews.
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