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一种轻质上肢关节等速康复训练设备的设计与控制方法研究

Research on design and control methods of a lightweight upper limb joint isokinetic rehabilitation training equipment.

作者信息

Zhou Zhou, Wan Yuzhu, Su Yingbing, Li Yunwei, Hu Bingshan, Yu Hongliu

机构信息

Institute of Rehabilitation Engineering and Technology, University of Shanghai for Science and Technology, Shanghai, China.

Aerospace System Engineering Shanghai, Shanghai, China.

出版信息

Front Bioeng Biotechnol. 2024 Sep 3;12:1430372. doi: 10.3389/fbioe.2024.1430372. eCollection 2024.


DOI:10.3389/fbioe.2024.1430372
PMID:39291258
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11406144/
Abstract

INTRODUCTION: Isokinetic exercise can improve joint muscle strength and stability, making it suitable for early rehabilitation of stroke patients. However, traditional isokinetic equipment is bulky and costly, and cannot effectively avoid external environmental interference. METHODS: This paper designed a lightweight upper limb joint isokinetic rehabilitation training equipment, with a control system that includes a speed planning strategy and speed control with disturbance rejection. Based on the established human-machine kinematic closed-loop model between the equipment and the user, a dynamic evaluation method of torque at the joint level was proposed. RESULTS: To validate the effectiveness of the equipment, experiments were conducted by manually applying random disturbances to the equipment operated at an isokinetic speed. The results showed that the root mean square error between the observed torque curve of the second-order linear extended state observer used in this paper and the actual disturbance curve was 0.52, and the maximum speed tracking error of the speed control algorithm was 1.27%. In fast and slow sinusoidal speed curve tracking experiments, the root mean square errors of the speed tracking results for this algorithm were 9.65 and 5.27, respectively, while the tracking errors for the PID speed control algorithm under the same environment were 19.94 and 12.11. DISCUSSION: The research results indicate that compared with traditional PID control method, the proposed control strategy demonstrates superior performance in achieving isokinetic control and suppressing external disturbances, thereby exhibiting significant potential in promoting upper limb rehabilitation among patients.

摘要

引言:等速运动可以提高关节肌肉力量和稳定性,使其适用于中风患者的早期康复。然而,传统的等速运动设备体积庞大且成本高昂,并且无法有效避免外部环境干扰。 方法:本文设计了一种轻便的上肢关节等速康复训练设备,其控制系统包括速度规划策略和具有抗干扰功能的速度控制。基于所建立的设备与用户之间的人机运动学闭环模型,提出了一种关节层面扭矩的动态评估方法。 结果:为验证该设备的有效性,通过手动对以等速运行的设备施加随机干扰来进行实验。结果表明,本文所采用的二阶线性扩张状态观测器的观测扭矩曲线与实际干扰曲线之间的均方根误差为0.52,速度控制算法的最大速度跟踪误差为1.27%。在快速和慢速正弦速度曲线跟踪实验中,该算法速度跟踪结果的均方根误差分别为9.65和5.27,而在相同环境下PID速度控制算法的跟踪误差为19.94和12.11。 讨论:研究结果表明,与传统的PID控制方法相比,所提出的控制策略在实现等速控制和抑制外部干扰方面表现出优越的性能,从而在促进患者上肢康复方面展现出显著潜力

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6229/11406144/7b2c2a8b385b/fbioe-12-1430372-g014.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6229/11406144/7b2c2a8b385b/fbioe-12-1430372-g014.jpg

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本文引用的文献

[1]
Influence of Input Features and EMG Type on Ankle Joint Torque Prediction With Support Vector Regression.

IEEE Trans Neural Syst Rehabil Eng. 2023

[2]
Effect of isokinetic muscle strength training on knee muscle strength, proprioception, and balance ability in athletes with anterior cruciate ligament reconstruction: a randomised control trial.

Front Physiol. 2023-9-19

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