A hybrid active force control of a lower limb exoskeleton for gait rehabilitation

被引:17
作者
Taha, Zahari [1 ]
Majeed, Anwar P. P. Abdul [1 ]
Abidin, Amar Faiz Zainal [2 ]
Ali, Mohammed A. Hashem [1 ]
Khairuddin, Ismail Mohd [1 ]
Deboucha, Abdelhakim [1 ]
Tze, Mohd Yashim Wong Paul [1 ]
机构
[1] Univ Malaysia Pahang, Fac Mfg Engn, Innovat Mfg Mechatron & Sports Lab IMAMS, Pekan 26600, Pahang, Malaysia
[2] Univ Tekn Malaysia Melaka, Fac Engn Technol, Ayer Keroh 75450, Melaka, Malaysia
来源
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK | 2018年 / 63卷 / 04期
关键词
particle swarm optimisation; rehabilitation; robust; trajectory tracking control; CONTROL STRATEGIES; LEARNING CONTROL; DISORDERS; ROBOT; DESIGN;
D O I
10.1515/bmt-2016-0039
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Owing to the increasing demand for rehabilitation services, robotics have been engaged in addressing the drawbacks of conventional rehabilitation therapy. This paper focuses on the modelling and control of a three-link lower limb exoskeleton for gait rehabilitation that is restricted to the sagittal plane. The exoskeleton that is modelled together with a human lower limb model is subjected to a number of excitations at its joints while performing a joint space trajectory tracking, to investigate the effectiveness of the proposed controller in compensating disturbances. A particle swarm optimised active force control strategy is proposed to facilitate disturbance rejection of a conventional proportional-derivative (PD) control algorithm. The simulation study provides considerable insight into the robustness of the proposed method in attenuating the disturbance effect as compared to the conventional PD counterpart without compromising its tracking performance. The findings from the study further suggest its potential employment on a lower limb exoskeleton.
引用
收藏
页码:491 / 500
页数:10
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