缓解震颤的全腕部外骨骼动力学与控制研究

IF 1 Q4 AUTOMATION & CONTROL SYSTEMS
Jiamin Wang, O. Barry, A. Kurdila, S. Vijayan
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引用次数: 2

摘要

本文介绍了一种新型的可穿戴式全腕部外骨骼,旨在减轻帕金森病和特发性震颤患者的震颤。该设计引入了一个结构,以提供腕部运动学的充分观察以及腕部屈伸和桡尺偏移的驱动。为了验证设计的可行性,通过一般的多体框架对装置和前臂的耦合动力学进行了建模。动力学分析考虑了人体运动、手腕僵硬和震颤动力学。对模型的分析表明,腕部运动特性的辨识对于控制器的设计是必不可少的。采用基于Levenberg-Marquardt算法的非线性回归方法对腕部运动结构函数的未知参数进行估计,从而构建控制系统框架。最后,通过几个仿真案例对研究进行了总结。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Dynamics and Control of a Full Wrist Exoskeleton for Tremor Alleviation
This paper introduces a novel wearable full wrist exoskeleton designed for the alleviation of tremor in patients suffering from Parkinson’s Disease and Essential Tremor. The design introduces a structure to provide full observation of wrist kinematics as well as actuation in wrist flexion/extension and radial/ulnar deviation. To examine the feasibility of the design, the coupled dynamics of the device and the forearm is modeled via a general multibody framework. The dynamic analysis considers human motion, wrist stiffness, and tremor dynamics. The analysis of the model reveals that the identification of the wrist kinematics is indispensable for the controller design. Nonlinear regression based on the Levenberg-Marquardt algorithm has been applied to estimate the unknown parameters in a kinematic structural function designed to approximate the wrist kinematics, which leads to the construction of the control system framework. Finally, several simulation cases are demonstrated to conclude the study.
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来源期刊
Mechatronic Systems and Control
Mechatronic Systems and Control AUTOMATION & CONTROL SYSTEMS-
CiteScore
1.40
自引率
66.70%
发文量
27
期刊介绍: This international journal publishes both theoretical and application-oriented papers on various aspects of mechatronic systems, modelling, design, conventional and intelligent control, and intelligent systems. Application areas of mechatronics may include robotics, transportation, energy systems, manufacturing, sensors, actuators, and automation. Techniques of artificial intelligence may include soft computing (fuzzy logic, neural networks, genetic algorithms/evolutionary computing, probabilistic methods, etc.). Techniques may cover frequency and time domains, linear and nonlinear systems, and deterministic and stochastic processes. Hybrid techniques of mechatronics that combine conventional and intelligent methods are also included. First published in 1972, this journal originated with an emphasis on conventional control systems and computer-based applications. Subsequently, with rapid advances in the field and in view of the widespread interest and application of soft computing in control systems, this latter aspect was integrated into the journal. Now the area of mechatronics is included as the main focus. A unique feature of the journal is its pioneering role in bridging the gap between conventional systems and intelligent systems, with an equal emphasis on theory and practical applications, including system modelling, design and instrumentation. It appears four times per year.
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