Fuzzy indirect adaptive controller for manipulator trajectory tracking applications

被引:0
|
作者
Wu, Yu-Xiang [1 ]
Wang, Hao [1 ]
Mao, Zong-Yuan [1 ]
Tam, Peter K.S. [2 ]
机构
[1] Coll. of Automat. Sci. and Eng., South China Univ. of Technol., Guangzhou 510640, China
[2] Hong Kong Polytech. Univ., Hong Kong, Hong Kong
关键词
Adaptive control systems - Flexible manipulators - Fuzzy control - Intelligent control - Real time systems - Tracking (position);
D O I
暂无
中图分类号
学科分类号
摘要
In order to apply the existing fuzzy control algorithm to real time control of multi-DOF robot manipulator, the original indirect adaptive fuzzy control algorithm was extended from the SISO case to the MIMO case, a strict mathematical description for each step was given and its convergence was proved. The constructed controller was further shown to have the property of uniform ultimate boundedness (u.u.b.) and adopted for the control application of an n-link robot manipulator trajectory tracking. Simulated results with a 2-link revolute joint arm with remotely driven link were presented to demonstrate its feasibility.
引用
收藏
页码:748 / 756
相关论文
共 50 条
  • [1] Design of an indirect adaptive controller for the trajectory tracking of UVMS
    Dai, Yong
    Yu, Shuanghe
    OCEAN ENGINEERING, 2018, 151 : 234 - 245
  • [2] Design of a fuzzy trajectory tracking controller for a mobile manipulator system
    Chang, Chia-Wen
    Tao, Chin-Wang
    SOFT COMPUTING, 2024, 28 (06) : 5197 - 5211
  • [3] Design of a fuzzy trajectory tracking controller for a mobile manipulator system
    Chia-Wen Chang
    Chin-Wang Tao
    Soft Computing, 2024, 28 (6) : 5197 - 5211
  • [4] Trajectory tracking of Maryland manipulator using linguistic Lyapunov fuzzy controller
    Chhabra, Himanshu
    Mohan, Vijay
    Rani, Asha
    Singh, Vijander
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (03) : 2195 - 2205
  • [5] Trajectory Tracking Control of Industrial Manipulator Using Adaptive Type-2 Fuzzy Sliding Mode Controller
    Wang, Xingyu
    Wang, Anna
    Wang, Xinghua
    Wang, Dazhi
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 3621 - 3626
  • [6] Trajectory Tracking of 3-PRR Parallel Manipulator with PI Adaptive Fuzzy Terminal Sliding Mode Controller
    Javid, Gelareh
    Akbarzadeh-T, Mohammad-R.
    Akbarzadeh, Alireza
    Nabavi, S. Nader
    2011 1ST INTERNATIONAL ECONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2011, : 156 - 161
  • [7] Manipulator trajectory tracking based on adaptive fuzzy sliding mode control
    Zhao, Haoyi
    Tao, Bo
    Ma, Ruyi
    Chen, Baojia
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2023, 35 (08):
  • [8] A decoupled fuzzy indirect adaptive sliding mode controller with application to robot manipulator
    Medhaffar, Hanene
    Derbel, Nabil
    Damak, Tarak
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2006, 1 (01) : 23 - 29
  • [9] Fuzzy sliding mode controller with RBF neural network for robotic manipulator trajectory tracking
    Ak, Ayca Gokhan
    Cansever, Galip
    INTELLIGENT CONTROL AND AUTOMATION, 2006, 344 : 527 - 532
  • [10] Research on Manipulator Trajectory Tracking Based on Adaptive Fuzzy Sliding Mode Control
    Yang, Shichun
    Xie, Hehui
    Chen, Fei
    Zhang, Junbing
    Feng, Song
    Liu, Jian
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 3086 - 3091