An upper-limb exoskeleton robot control using a novel fast fuzzy sliding mode control

被引:26
|
作者
Rahmani, Mehran [1 ]
Rahman, Mohammad Habibur [1 ]
机构
[1] Univ Wisconsin Milwaukee, Dept Mech Engn, Milwaukee, WI 53211 USA
关键词
Exoskeleton robot; sliding mode control; fuzzy control; robustness; POSITION CONTROL; SYNCHRONIZATION;
D O I
10.3233/JIFS-181558
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 considers a new fuzzy sliding mode control (NFSMC) of a 7 Degree of Freedoms (7-DoF) upper-limb exoskeleton robot. The proposed exoskeleton robot has a complex structure, an appropriate control method should be chosen for this robotics system. Therefore, a new sliding mode controller (NSMC) is applied for controlling of this robot conveniently. For this task, a novel sliding surface is selected, which is robust against external disturbances and unknown dynamics such as friction forces, different upper-limb's mass, backlash, and input saturation. In order to improve the control method, fuzzy control is applied. Simulation results clearly validates that the proposed control method has some advantages such as high trajectory tracking, robustness, and zero tracking error.
引用
收藏
页码:2581 / 2592
页数:12
相关论文
共 50 条
  • [1] Fuzzy Sliding Mode Control of An Upper-Limb Exoskeleton Robot
    Teng, Long
    Bai, Shaoping
    [J]. PROCEEDINGS OF THE IEEE 2019 9TH INTERNATIONAL CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS (CIS) ROBOTICS, AUTOMATION AND MECHATRONICS (RAM) (CIS & RAM 2019), 2019, : 12 - 17
  • [2] Fuzzy Sliding Mode Control of 5 DOF Upper-limb Exoskeleton Robot
    Razzaghian, Amir
    Moghaddam, Reihaneh Kardehi
    [J]. SECOND INTERNATIONAL CONGRESS ON TECHNOLOGY, COMMUNICATION AND KNOWLEDGE (ICTCK 2015), 2015, : 25 - 32
  • [3] Sliding Mode Control of an Exoskeleton Robot for Use in Upper-Limb Rehabilitation
    Babaiasl, Mahdieh
    Goldar, Saeede Nazari
    Barhaghtalab, Mojtaba Hadi
    Meigoli, Vahid
    [J]. 2015 3RD RSI INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2015, : 694 - 701
  • [4] Fuzzy Sliding Mode Admittance Control of the Upper Limb Rehabilitation Exoskeleton Robot
    Wu, Qingcong
    Wang, Xingsong
    Wu, Hongtao
    Chen, Bai
    [J]. Jiqiren/Robot, 2018, 40 (04): : 457 - 465
  • [5] Fuzzy Sliding Mode Control of an Upper Limb Exoskeleton for Robot-assisted Rehabilitation
    Wu, Qingcong
    Wang, Xingsong
    Du, Fengpo
    Zhu, Qing
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON MEDICAL MEASUREMENTS AND APPLICATIONS (MEMEA) PROCEEDINGS, 2015, : 451 - 456
  • [6] Novel Adaptive Reaching Law for Sliding Mode Control of an Upper Limb Exoskeleton Robot
    Brahmi, Brahim
    El-monajjed, Khaled
    Rahman, Mohammad Habibur
    Ahmed, Tanvir
    El-Bayeh, Claude
    Khan, Mahfuzur Rahman
    Saad, Maarouf
    [J]. 2020 IEEE REGION 10 SYMPOSIUM (TENSYMP) - TECHNOLOGY FOR IMPACTFUL SUSTAINABLE DEVELOPMENT, 2020, : 1432 - 1437
  • [7] Sliding Mode Control of a 5 DoFs Upper Limb Exoskeleton Robot
    Fellag, Ratiba
    Benyahia, Takieddine
    Drias, Mustapha
    Guiatni, Mohamed
    Hamerlain, Mustapha
    [J]. 2017 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING - BOUMERDES (ICEE-B), 2017,
  • [8] A reinforcement learning based sliding mode control for passive upper-limb exoskeleton
    Hfaiedh, Afef
    Jellali, Amal
    Khraief, Nahla
    Belghith, Safya
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2024, 21 (05):
  • [9] Adaptive integral terminal sliding mode control for upper-limb rehabilitation exoskeleton
    Riani, A.
    Madani, T.
    Benallegue, A.
    Djouani, K.
    [J]. CONTROL ENGINEERING PRACTICE, 2018, 75 : 108 - 117
  • [10] A Novel Exoskeleton with Fractional Sliding Mode Control for Upper Limb Rehabilitation
    Islam, Md Rasedul
    Rahmani, Mehran
    Rahman, Mohammad Habibur
    [J]. ROBOTICA, 2020, 38 (11) : 2099 - 2120