Motion Tracking of a High-Speed Multi-Link System Using Dynamic Measurements Fusion

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS
Wei Zhang, John Josiah Steckenrider, Tomonari Furukawa
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引用次数: 0

Abstract

Abstract This paper presents a technique for tracking the high-speed motion of a multi-link system using Inertial Measurement Units (IMUs) in a new sensor arrangement, an approach which is referred to as dynamic measurements fusion. The proposed technique incorporates accelerometers with traditional gyroscopes to measure joint angular velocities, while joint angles are measured with magnetometers. Comparative studies with conventional techniques show that the proposed technique tracks the motion of a multi-link system accurately at both low (0.5 m/s) and high (5 m/s) speeds. Further analysis with different levels of measurement noise demonstrates the robustness of the proposed technique and its overall capability for tracking joint angular velocities and angles.
基于动态测量融合的高速多链路系统运动跟踪
摘要本文提出了一种利用惯性测量单元(imu)跟踪多连杆系统高速运动的新方法,即动态测量融合方法。该技术将加速度计与传统陀螺仪结合起来测量关节角速度,而用磁力计测量关节角度。与传统技术的比较研究表明,所提出的技术在低(0.5 m/s)和高(5 m/s)速度下都能准确地跟踪多连杆系统的运动。对不同测量噪声水平的进一步分析证明了该技术的鲁棒性及其跟踪关节角速度和角度的整体能力。
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来源期刊
CiteScore
3.90
自引率
11.80%
发文量
79
审稿时长
24.0 months
期刊介绍: The Journal of Dynamic Systems, Measurement, and Control publishes theoretical and applied original papers in the traditional areas implied by its name, as well as papers in interdisciplinary areas. Theoretical papers should present new theoretical developments and knowledge for controls of dynamical systems together with clear engineering motivation for the new theory. New theory or results that are only of mathematical interest without a clear engineering motivation or have a cursory relevance only are discouraged. "Application" is understood to include modeling, simulation of realistic systems, and corroboration of theory with emphasis on demonstrated practicality.
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