Command Filter Backstepping Sliding Model Control for Lower-Limb Exoskeleton

被引:12
作者
Yang, Peng [1 ]
Zhang, Gaowei [1 ]
Wang, Jie [1 ]
Wang, Xiaozhou [1 ]
Zhang, Lili [1 ]
Chen, Lingling [1 ]
机构
[1] Hebei Univ Technol, Sch Control Sci & Engn, Tianjin 300130, Peoples R China
关键词
ADAPTIVE-CONTROL; ROBOT;
D O I
10.1155/2017/1064535
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A command filter adaptive fuzzy backstepping control strategy is proposed for lower-limb assisting exoskeleton. Firstly, the human-robot model is established by taking the human body as a passive part, and a coupling torque is introduced to describe the interaction between the exoskeleton and human leg. Then, Vicon motion capture system is employed to obtain the reference trajectory. For the purpose of obviating the "explosion of complexity" in conventional backstepping, a second-order command filter is introduced into the sliding mode control strategy. The fuzzy logic systems (FLSs) are also applied to handle with the chattering problem by estimating the uncertainties and disturbances. Furthermore, the stability of the closed-loop system is proved based on the Lyapunov theory. Finally, simulation results are presented to illustrate the effectiveness of the control strategy.
引用
收藏
页数:10
相关论文
共 30 条
[1]   Rhythmic Trajectory Design and Control for Rehabilitative Walking in Patients with Lower Limb Disorder [J].
Ajayi, Michael Oluwatosin ;
Djouani, Karim ;
Hamam, Yskandar .
INTERNATIONAL JOURNAL OF HUMANOID ROBOTICS, 2016, 13 (04)
[2]  
[Anonymous], 2015, MATH PROBL ENG, DOI DOI 10.1109/TCSVT.2015.2416631
[3]  
[Anonymous], APPL BIONICS BIOMECH
[4]   Movement Performance of Human-Robot Cooperation Control Based on EMG-Driven Hill-Type and Proportional Models for an Ankle Power-Assist Exoskeleton Robot [J].
Ao, Di ;
Song, Rong ;
Gao, Jinwu .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2017, 25 (08) :1125-1134
[5]   Adaptive control of a wearable exoskeleton for upper-extremity neurorehabilitation [J].
Balasubramanian, Sivakumar ;
He, Jiping .
APPLIED BIONICS AND BIOMECHANICS, 2012, 9 (01) :99-115
[6]   Robotic exoskeletons: a review of recent progress [J].
Bogue, Robert .
INDUSTRIAL ROBOT-AN INTERNATIONAL JOURNAL, 2015, 42 (01) :5-10
[7]   Hybrid FES-robot cooperative control of ambulatory gait rehabilitation exoskeleton [J].
del-Ama, Antonio J. ;
Gil-Agudo, Angel ;
Pons, Jose L. ;
Moreno, Juan C. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2014, 11
[8]   Musculoskeletal modelling deconstructs the paradoxical effects of elastic ankle exoskeletons on plantar-flexor mechanics and energetics during hopping [J].
Farris, Dominic James ;
Hicks, Jennifer L. ;
Delp, Scott L. ;
Sawicki, Gregory S. .
JOURNAL OF EXPERIMENTAL BIOLOGY, 2014, 217 (22) :4018-4028
[9]   Robust Nonlinear Control of an Intrinsically Compliant Robotic Gait Training Orthosis [J].
Hussain, Shahid ;
Xie, Sheng Q. ;
Jamwal, Prashant K. .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2013, 43 (03) :655-665
[10]   ISPS-modular command-filtered adaptive back-stepping control of non-linearly parameterized pure-feedback systems [J].
Ji, Yuehui ;
Zhou, Hailiang ;
Zong, Qun .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2016, 38 (02) :232-239