Please wait a minute...
IET Cyber-Systems and Robotics
IET Cyber-Systems and Robotics  2021, Vol. 3 Issue (4): 347-362    DOI: 10.1049/csy2.12037
    
Control of upper limb rehabilitation robot based on active disturbance rejection control
Control of upper limb rehabilitation robot based on active disturbance rejection control
 全文: PDF 
摘要： The upper limb rehabilitation robot technology integrates rehabilitation medicine, human anatomy, mechanics, computer science, robotics, and many other disciplines. Its main function is to drive the affected limb to carry out rehabilitation training to restore the condition of patients with upper limb dyskinesia, which plays a great role in improving the quality of life. In this study, to resolve the problems of slow convergence speed and poor tracking accuracy due to the interference of patient spasms with the trajectory-tracking control of the upper limb rehabilitation robot, a novel algorithm based on active disturbance rejection control (ADRC) is adopted, and the convergence of its main structure is proved by the time-domain analysis method. First, this ADRC algorithm can obtain better trajectory-tracking performance due to its non-linear extended observer and non-linear feedback mechanism, even if the model suffers a strong disturbance or receives inaccurate information. Second, the non-linear tracking differentiator can guarantee to gain quick convergence speed. To validate this algorithm, a model of three degrees of freedom upper limb rehabilitation robot is established using MATLAB R2019b and three situations including strong spasm and weak spasm are carried out to prove the effectiveness and reliability of the control algorithm designed.
Abstract: The upper limb rehabilitation robot technology integrates rehabilitation medicine, human anatomy, mechanics, computer science, robotics, and many other disciplines. Its main function is to drive the affected limb to carry out rehabilitation training to restore the condition of patients with upper limb dyskinesia, which plays a great role in improving the quality of life. In this study, to resolve the problems of slow convergence speed and poor tracking accuracy due to the interference of patient spasms with the trajectory-tracking control of the upper limb rehabilitation robot, a novel algorithm based on active disturbance rejection control (ADRC) is adopted, and the convergence of its main structure is proved by the time-domain analysis method. First, this ADRC algorithm can obtain better trajectory-tracking performance due to its non-linear extended observer and non-linear feedback mechanism, even if the model suffers a strong disturbance or receives inaccurate information. Second, the non-linear tracking differentiator can guarantee to gain quick convergence speed. To validate this algorithm, a model of three degrees of freedom upper limb rehabilitation robot is established using MATLAB R2019b and three situations including strong spasm and weak spasm are carried out to prove the effectiveness and reliability of the control algorithm designed.
出版日期: 2021-11-28
服务　　
把本文推荐给朋友
加入引用管理器
E-mail Alert
RSS
作者相关文章　　
Junchen Li
Wenzhao Zhang
Yu Zheng
Aimin An
Wenda Pan

引用本文:

Junchen Li, Wenzhao Zhang, Yu Zheng, Aimin An, Wenda Pan. Control of upper limb rehabilitation robot based on active disturbance rejection control. IET Cyber-Systems and Robotics, 2021, 3(4): 347-362.

链接本文:

https://www.zjujournals.com/iet-csr/CN/10.1049/csy2.12037    或    https://www.zjujournals.com/iet-csr/CN/Y2021/V3/I4/347

No related articles found!