The Control of a Lower Limb Exoskeleton for Gait Rehabilitation: A Hybrid Active Force Control Approach

被引:14
|
作者
Majeed, A. P. P. A. [1 ]
Taha, Z. [1 ]
Abidin, A. F. Z. [2 ]
Zakaria, M. A. [1 ]
Khairuddin, I. M. [1 ]
Razman, M. A. M.
Mohamed, Z. [3 ]
机构
[1] Univ Malaysia Pahang, Fac Mfg Engn, Innovat Mfg Mechatron & Sports Lab iMAMS, Pekan 26600, Pahang, Malaysia
[2] Univ Teknol MARA, Fac Elect Engn, Masai 81750, Johor, Malaysia
[3] Univ Teknol MARA, Fac Mech Engn, Shah Alam 40450, Selangor, Malaysia
关键词
active force control; particle swarm optimisation; three-link manipulator; robust; gait rehabilitation; trajectory tracking control; DISORDERS;
D O I
10.1016/j.procs.2017.01.204
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper focuses on the modelling and control of a three -link lower limb exoskeleton for gait rehabilitation. The exoskeleton that is restricted to the sagittal plane is modelled together with a human lower limb model. In this case study, a harmonic disturbance is excited at the joints of the exoskeleton whilst it is carrying out a joint space trajectory tracking. The disturbance is introduced to examine the compensating efficacy of the proposed controller. A particle swarm optimised active force control strategy is proposed to augment the disturbance regulation of a conventional proportional-derivative (PD) control law. The simulation study suggests that the proposed control approach mitigates well the disturbance effect whilst maintaining its tracking performance which is seemingly in stark contrast with its traditional PD counterpart. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:183 / 190
页数:8
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