Development of a human hand model for estimating joint torque using MATLAB tools

Kasim Serbest, M. Çilli, M. Yıldız, O. Eldogan
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引用次数: 7

Abstract

Determining the joint torques of the hand is a useful design parameter for humanoid mechanism, rehabilitation robots and orthotic and prosthetic devices. In previous studies, different methods have been suggested for estimating joint torques of the hand such as mathematical models and simulation models. This paper presents a 16 DOF hand kinematic model and its simulation. Kinematic structure of an average human hand was created by SimMechanics and Simulink on MATLAB. The model was simulated by inverse dynamics method using the video record of a healthy subject (male, 29 years, 71 kg and 174 cm) and the joint torques of the index finger and wrist were calculated. The maximum torque at index finger with 0.015 Nm occurs at the MCP joint during the cylindrical grip. The maximum wrist torque was calculated as 0.225 Nm during movement of flexion/extension. Flexion/extension and abduction/adduction movements of the fingers and the wrist can be analyzed with this model changing joint rotation axis easily. This MATLAB model can be used in order to calculate the joint torques at different movements of the hand without complex equations and external devices.
利用MATLAB工具开发估算关节扭矩的人手模型
确定手的关节力矩对仿人机构、康复机器人、矫形器和假肢装置的设计是一个有用的参数。在以往的研究中,已经提出了不同的方法来估计手的关节扭矩,如数学模型和仿真模型。提出了一种16自由度机械手的运动学模型并进行了仿真。利用SimMechanics和Simulink在MATLAB上建立了普通人手的运动结构。利用健康受试者(男性,29岁,71 kg, 174 cm)的视频记录,采用逆动力学方法对模型进行仿真,计算其食指和手腕关节力矩。在圆柱握把过程中,食指处的最大扭矩为0.015 Nm,发生在MCP关节处。在屈伸运动时,最大手腕扭矩计算为0.225 Nm。使用该模型可以轻松地改变关节旋转轴,分析手指和手腕的屈伸和外展/内收运动。该MATLAB模型可以在不需要复杂方程和外部装置的情况下计算手部不同运动时的关节力矩。
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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