基于偏转离焦特征提取的微尺度三维旋转估计

IF 5.6 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Zijian Zhu;Qinghong Wan;Yingxue Yao;Yueping Xi;Chenyang Zhao
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引用次数: 0

摘要

在微机电系统(mems)中,测量三维旋转存在旋转中心不清晰和正交性差等挑战。基于微视觉的旋转估计受成像景深浅的限制,测量范围窄,精度低。本文介绍了一种称为偏转散焦特征提取(DFE)的新方法来解决这些问题并实现精确的微尺度旋转估计。DFE将测量范围从0.03扩展到0.92 rad,同时实现了面外角0.1179 mrad的精度。基于显微成像原理,导出了包含偏转角的边缘离焦模型。构造了一个圆形阵列,提出了一种鲁棒离焦控制点提取方法。最后,通过单应矩阵分解实现三维角位移测量。实验结果表明,三个轴的分辨率分别为0.17、0.17和0.0087 mrad。距离分辨率比为$10^{4}$,$10^{4}$和$10^{6}$。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Microscale 3-D Rotation Estimation Based on Deflected Defocused Feature Extraction
In micro-electromechanical systems (MEMSs), measuring 3-D rotation presents challenges such as an unclear rotation center and poor orthogonality. Microvision-based rotation estimation is limited by a shallow imaging depth of field, leading to a narrow measurement range and low precision. This article introduces a novel method called deflected defocused feature extraction (DFE) to address these issues and enable accurate microscale rotation estimation. DFE extends the measurement range from 0.03 to 0.92 rad while achieving a precision of 0.1179 mrad for out-of-plane angles. The edge defocus model incorporating deflection angle is derived based on microscopic imaging principles. A general circular array is fabricated and a robust defocus control point extraction method is proposed. Finally, 3-D angular displacement measurement is accomplished via homography matrix decomposition. Experimental results demonstrate a resolution of 0.17, 0.17, and 0.0087 mrad for the three axes. The range-to-resolution ratios are found to be $10^{4}$ , $10^{4}$ , and $10^{6}$ .
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来源期刊
IEEE Transactions on Instrumentation and Measurement
IEEE Transactions on Instrumentation and Measurement 工程技术-工程:电子与电气
CiteScore
9.00
自引率
23.20%
发文量
1294
审稿时长
3.9 months
期刊介绍: Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.
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