BACKSTEPPING ADAPTIVE FUZZY CONTROL FOR UNCERTAIN ROBOT MANIPULATOR

被引:5
|
作者
Zhou, Jinglei [1 ]
机构
[1] Heze Univ, Automat Dept, Coll Machine & Elect Engn, Heze 274015, Shandong, Peoples R China
来源
关键词
Backstepping method; adaptive fuzzy control; uncertain robot manipulator; SLIDING MODE CONTROL; COMPENSATION; DESIGN; HYSTERESIS;
D O I
10.2316/Journal.206.2018.6.206-5158
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, two backstepping adaptive fuzzy controllers (BAFCs) are presented for the trajectory tracking of robot manipulator in consideration of its modelling uncertainty and external disturbance. First, the manipulator system is transformed into two first-order subsystems. Second, two adaptive fuzzy controllers based on backstepping method are designed for whether upper bound of the external disturbance is known or unknown, respectively, on the bases of modelling uncertainty. When the upper bound is known, the corresponding controller ensures that the actual trajectory tracks a given desired one with global asymptotical stability. When the upper bound is unknown, another controller guarantees the L2 gain for manipulator system. Finally, the simulation results are given by taking a two-link robot manipulator as an example, this can be used to illustrate its performance of this scheme.
引用
收藏
页码:620 / 627
页数:8
相关论文
共 50 条
  • [1] Robust Adaptive Fuzzy Control for Robot Manipulator with Uncertain Dynamics
    Chen, Yuan
    Bi, YunJun
    Gao, Jun
    [J]. AUTOMATIC CONTROL AND MECHATRONIC ENGINEERING II, 2013, 415 : 267 - +
  • [2] Adaptive Fuzzy Backstepping Control Based on Dynamic Surface Control for Uncertain Robotic Manipulator
    Zhou, Jinglei
    Liu, Endong
    Tian, Xiumei
    Li, Zhenwu
    [J]. IEEE ACCESS, 2022, 10 : 23333 - 23341
  • [3] Adaptive Backstepping Neural Tracking Control o an Uncertain Robot Manipulator with Dynamic Disturbances
    Prakash, Ravi
    Gupta, Kurusetti Vinay
    Behera, Laxmidhar
    [J]. 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 1936 - 1943
  • [4] Fuzzy robust backstepping with estimation for the control of a robot manipulator
    Hacioglu, Yuksel
    Yagiz, Nurkan
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (10) : 2816 - 2825
  • [5] Adaptive backstepping trajectory tracking control of robot manipulator
    Hu, Qinglei
    Xu, Liang
    Zhang, Aihua
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2012, 349 (03): : 1087 - 1105
  • [6] Adaptive Fuzzy Computed-Torque Control for Robot Manipulator with Uncertain Dynamics
    Chen, Yuan
    Ma, Guangying
    Lin, Shuxia
    Gao, Jun
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2012, 9
  • [7] Indirect Robust Adaptive Fuzzy Control of Uncertain Two Link Robot Manipulator
    Abdelhamid, Bounemeur
    Mouhamed, Chemachema
    Najib, Essounbouli
    [J]. RECENT ADVANCES IN ELECTRICAL ENGINEERING AND CONTROL APPLICATIONS, 2017, 411 : 125 - 139
  • [8] Adaptive Fuzzy Control of Uncertain Robotic Manipulator
    Zhou, Jinglei
    Zhang, Qunli
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [9] Fuzzy Control of an Uncertain Robot Manipulator with Input Constraint
    Shahriari-kahkeshi, Maryam
    Mahdavi, Meysam
    [J]. 2019 6TH INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION AND AUTOMATION (ICCIA), 2019, : 37 - 42
  • [10] Backstepping Fuzzy Adaptive Control Based on RBFNN for a Redundant Manipulator
    Yang, Qinlin
    Lu, Qi
    Li, Xiangyun
    Li, Kang
    [J]. INTELLIGENT ROBOTICS AND APPLICATIONS (ICIRA 2022), PT II, 2022, 13456 : 149 - 159