Adaptive Force and Position Control Based on Quasi-Time Delay Estimation of Exoskeleton Robot for Rehabilitation

被引:17
|
作者
Brahmi, Brahim [1 ]
Saad, Maarouf [1 ]
Rahman, Mohammad H. [2 ]
Brahmi, Abdelkrim [1 ]
机构
[1] Ecole Technol Super, Dept Elect Engn, Montreal, PQ H3C 1K3, Canada
[2] Univ Wisconsin, Dept Mech Engn, Milwaukee, WI 53211 USA
关键词
Exoskeletons; Robot kinematics; Medical treatment; Uncertainty; Convergence; Estimation; Lyapunov function; passive and active assistive motion; quasi-time delay estimation (Q-TDE); rehabilitation robots; second-order sliding mode; SLIDING-MODE CONTROL; CONTROL DESIGN; ARM; OBSERVER;
D O I
10.1109/TCST.2019.2931522
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Rehabilitation robots have become an influential tool in physical therapy treatment since they are able to provide an intensive rehabilitation treatment for a long period of time. However, this technology still suffers from various problems such as dynamics uncertainties, external disturbances, and human-robot interaction. In this paper, we present a new integral second-order terminal sliding mode control incorporating quasi-time delay estimation (Q-TDE) applied to an exoskeleton robot with dynamics uncertainties and unknown bounded disturbances. Unlike the conventional TDE approach, the proposed Q-TDE uses delayed one step only of the control input of the system to approximate the uncertain dynamics while avoiding the delays on all states of the system. The proposed controller aims to perform passive and active rehabilitation protocols without the need for velocity and acceleration measurements of the robot system. A finite time of both selected sliding surface and estimation error simultaneous is achieved using an appropriate Lyapunov function. Experimental results with healthy subjects found using a virtual reality environment confirm the effectiveness of the proposed control.
引用
收藏
页码:2152 / 2163
页数:12
相关论文
共 50 条
  • [1] Adaptive high-order sliding mode control based on quasi-time delay estimation for uncertain robot manipulator
    Brahmi, Brahim
    Driscoll, Mark
    Laraki, Mohamed Hamza
    Brahmi, Abdelkrim
    CONTROL THEORY AND TECHNOLOGY, 2020, 18 (03) : 279 - 292
  • [2] Adaptive high-order sliding mode control based on quasi-time delay estimation for uncertain robot manipulator
    Brahim Brahmi
    Mark Driscoll
    Mohamed Hamza Laraki
    Abdelkrim Brahmi
    Control Theory and Technology, 2020, 18 : 279 - 292
  • [3] Adaptive Position/Force Control of Robot Manipulators with Force Estimation
    Homayounzade, Mohamadreza
    Keshmiri, Mehdi
    2014 SECOND RSI/ISM INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2014, : 736 - 741
  • [4] Cartesian Sliding Mode Tracking Control of an Exoskeleton Robot Based on Time Delay Estimation
    Brahmi, B.
    Saad, M.
    Luna, Cristobal Ochoa
    Rahman, M. H.
    2017 14TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2017, : 817 - 822
  • [5] Novel adaptive impedance control for exoskeleton robot for rehabilitation using a nonlinear time-delay disturbance observer
    Brahmi, Brahim
    Driscoll, Mark
    El Bojairami, Ibrahim K.
    Saad, Maarouf
    Brahmi, Abdelkrim
    ISA TRANSACTIONS, 2021, 108 : 381 - 392
  • [6] Adaptive Tracking Control of an Exoskeleton Robot With Uncertain Dynamics Based on Estimated Time-Delay Control
    Brahmi, Brahim
    Saad, Maarouf
    Ochoa-Luna, Cristobal
    Rahman, Mohammad Habibur
    Brahmi, Abdelkrim
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2018, 23 (02) : 575 - 585
  • [7] Time-delay estimation based computed torque control with robust adaptive RBF neural network compensator for a rehabilitation exoskeleton
    Han, Shuaishuai
    Wang, Haoping
    Tian, Yang
    Christov, Nicolai
    ISA TRANSACTIONS, 2020, 97 : 171 - 181
  • [8] Adaptive Admittance Control of Man-Robot Interaction Force for Lower Limb Exoskeleton Rehabilitation Robot
    Tu Y.
    Zhu A.
    Song J.
    Shen Z.
    Zhang X.
    Cao G.
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2019, 53 (06): : 9 - 16
  • [10] Robust Time Delay Estimation Based Intelligent PID Control of a 6DOF Exoskeleton Robot
    Fei, Fei
    Wang, Haoping
    Tian, Yang
    2017 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2017), VOL 2, 2017, : 386 - 389