INTELLIGENT PASSIVE CONTROL FOR LOWER LEVER REHABILITATION SYSTEM

被引:4
|
作者
Hsieh, Ming-Shium [1 ,2 ]
Chen, Chin-Sheng [3 ]
Chien, Kuan-Sheng [3 ]
机构
[1] En Chu Kong Hosp, Dept Orthoped, New Taipei, Taiwan
[2] Taipei Med Univ, Sch Med, Dept Orthoped, Taipei, Taiwan
[3] Natl Taipei Univ Technol, Grad Inst Automat Technol, Taipei 106, Taiwan
关键词
CPM machine; intelligent sliding-mode; estimator; disturbance and uncertainty; SLIDING-MODE-CONTROL;
D O I
10.1139/tcsme-2013-0088
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper proposes the design and control of continuous passive motion (CPM) machine based on constraint-induced movement therapy (CIMT). First, the dynamic model of the CPM machine is derived for further controller design by the principal of virtual work. Then, an intelligent sliding-mode control (ISMC) system which involved recurrent Hermite neural network (RHNN) estimator to estimate the unknown external disturbance and uncertainty is proposed to track the angular position and velocity of the CPM machine.
引用
收藏
页码:1023 / 1033
页数:11
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