基于逆动力学方法的五自由度划船运动模型建模与鲁棒控制

Q3 Medicine
Amin Aref Adib, Seyyed Arash Haghpanah
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引用次数: 0

摘要

背景:竞技帆船需要针对生理限制和身体不同部位之间的协调做出努力。这种协调取决于肌肉对关节施加的力矩。目的:本研究旨在模拟关节的运动,并提供关节力矩的控制规律,以跟踪所需的运动路径。材料和方法:在这项分析研究中,采用了基于逆动力学的控制,通过跟踪所需的运动轨迹来模拟运动。首先,利用拉格朗日方法得到了5自由度(5 DOF)模型的动力学方程。在下文中,采用基于比例-积分-微分(PID)方法的具有逆动力学方法的鲁棒控制方案来跟踪从实验中获得的期望关节角度。结果:仿真结果验证了该控制方法的性能。整个接头的沉降时间较低,与每个周期的时间段(3.75s)相比,这是合适的。此外,需要施加到关节的最大扭矩在生理范围内。结论:本研究为赛艇运动中的人体运动分析提供了一个合适的模型。除了生物力学工程中的实际计算用途外,该模型还可以从基本生物学理论的角度引用。因此,生成的控制信号可以帮助改善划桨过程中的交互式身体运动以及设计用于自动划桨的机械臂。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Modeling and Robust Control of a 5 DOF Model for Rowing Motion by Inverse Dynamics Method.

Modeling and Robust Control of a 5 DOF Model for Rowing Motion by Inverse Dynamics Method.

Modeling and Robust Control of a 5 DOF Model for Rowing Motion by Inverse Dynamics Method.

Modeling and Robust Control of a 5 DOF Model for Rowing Motion by Inverse Dynamics Method.

Background: Competitive sailing requires efforts pertinent to physiological limitations and coordination between different parts of the body. Such coordination depends on the torques applied by muscles to the joints.

Objective: This study aims to simulate the motion and provide a control law for the joint torques in order to track the desired motion paths.

Material and methods: In this analytical study, an inverse dynamics based control is employed in order to simulate the motion by tracking the desired movement trajectories. First, the dynamics equations are obtained using Lagrange method for 5 degrees of freedom (5 DOF) model. In the following, a robust control scheme with inverse dynamics method based on the Proportional-Integral-Derivative (PID) approach is employed to track the desired joint angles obtained from the experiment.

Results: The simulation results demonstrate the performance of the proposed control method. Low settling times are achieved for the entire joint, which is appropriate in comparison with the time period of each cycle (3.75 s). Also, the maximum torques required to be applied to the joints are in physiological range.

Conclusion: This study provided an appropriate model for the analysis of human movement in rowing sport. The model can also be cited in terms of basic biological theories in addition to practical computational uses in biomechanical engineering. Accordingly, the generated control signals can help to improve the interactive body movements during paddling and in designing robotic arms for automatic rowing.

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来源期刊
Journal of Biomedical Physics and Engineering
Journal of Biomedical Physics and Engineering Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
2.90
自引率
0.00%
发文量
64
审稿时长
10 weeks
期刊介绍: The Journal of Biomedical Physics and Engineering (JBPE) is a bimonthly peer-reviewed English-language journal that publishes high-quality basic sciences and clinical research (experimental or theoretical) broadly concerned with the relationship of physics to medicine and engineering.
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