Fuzzy sliding mode control of a wearable rehabilitation robot for wrist and finger

被引:21
|
作者
Moshaii, Alireza Abbasi [1 ]
Moghaddam, Majid Mohammadi [1 ]
Niestanak, Vahid Dehghan [2 ]
机构
[1] Tarbiat Modares Univ, Dept Mech Engn, Tehran, Iran
[2] Tarbiat Modares Univ, Tehran, Iran
关键词
Uncertainty; Rehabilitation robots; Fuzzy sliding mode; Hand rehabilitation; HAND; EXOSKELETON; FRACTURES; DRIVEN; DESIGN; STROKE; ARM;
D O I
10.1108/IR-05-2019-0110
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Purpose The purpose of this paper is to introduce a new design for a finger and wrist rehabilitation robot. Furthermore, a fuzzy sliding mode controller has been designed to control the system. Design/methodology/approach Following an introduction regarding the hand rehabilitation, this paper discusses the conceptual and detailed design of a novel wrist and finger rehabilitation robot. The robot provides the possibility of rehabilitating each phalanx individually which is very important in the finger rehabilitation process. Moreover, due to the model uncertainties, disturbances and chattering in the system, a fuzzy sliding mode controller design method is proposed for the robot. Findings With the novel design for moving the DOFs of the system, the rehabilitation for the wrist and all phalanges of fingers is done with only two actuators which are combined in one device. These features make the system a good choice for home rehabilitation. To control the robot, a fuzzy sliding mode controller has been designed for the system. The fuzzy controller does not affect the coefficient of the sliding mode controller and uses the overall error of the system to make a control signal. Thus, the dependence of the controller to the model decreases and the system is more robust. The stability of the system is proved by the Lyapunov theorem. Originality/value The paper provides a novel design of a hand rehabilitation robot and a controller which is used to compensate the effects of the uncertain parameters and chattering phenomenon.
引用
收藏
页码:839 / 850
页数:12
相关论文
共 50 条
  • [21] A Fuzzy Sliding Mode Controller for Reducing Torques Applied to a Rehabilitation Robot
    Maalej, Boutheina
    Medhaffar, Hanene
    Chemori, Ahmed
    Derbel, Nabil
    PROCEEDINGS OF THE 2020 17TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD 2020), 2020, : 740 - 746
  • [22] Human-Robot Interaction with Sliding Mode Control for Rehabilitation
    Ulici, Ioana A.
    Codrean, Alexandru
    Natsakis, Tassos
    IFAC PAPERSONLINE, 2023, 56 (02): : 1133 - 1138
  • [23] A novel impedance-based robust fuzzy sliding mode compliance control for the dexterous robot finger with uncertainties
    Pei, Jiufang
    Yang, Siyang
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2023, 20 (04):
  • [24] Adaptive Fuzzy Sliding-Mode Control of Robot and Simulation
    Niu, Huan
    Yang, Jie
    Chi, Jie-Ru
    FUZZY SYSTEMS AND DATA MINING II, 2016, 293 : 108 - 114
  • [25] Parallel robot with fuzzy neural network sliding mode control
    Xu, Jiangmin
    Wang, Qi
    Lin, Qing
    ADVANCES IN MECHANICAL ENGINEERING, 2018, 10 (10):
  • [26] Fuzzy adaptive sliding mode control of a direct drive robot
    Erbatur, K
    Kaynak, O
    Sabanovic, A
    Rudas, I
    ROBOTICS AND AUTONOMOUS SYSTEMS, 1996, 19 (02) : 215 - 227
  • [27] The Excavating Robot's Adaptive Fuzzy Sliding Mode Control
    Liu Kuo
    Liu Kun
    Guo Da-meng
    He Xin-xin
    VACUUM TECHNOLOGY AND SURFACE ENGINEERING - PROCEEDINGS OF THE 9TH VACUUM METALLURGY AND SURFACE ENGINEERING CONFERENCE, 2009, : 442 - 447
  • [28] FUZZY REACHING LAW SLIDING MODE CONTROL OF ROBOT MANIPULATORS
    Chen, Zhimei
    Meng, Wenjun
    Gang, Jing
    Wang, He
    PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 1359 - 1363
  • [29] Fuzzy output sliding mode control for nonlinear robot arms
    Kuo, T. C.
    Huang, Y. J.
    Chang, S. H.
    2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 2087 - +
  • [30] Fuzzy Sliding Mode Control for Robot Based on Passivity Theory
    Liu, Xiuling
    Feng, Zhanfang
    Wang, Hongrui
    Feng, Yudong
    PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, 2008, : 174 - +