ROBUST ADAPTIVE CONTROL FOR ROBOT MANIPULATORS TRAJECTORY TRACKING BASED ON ITERATIVE LEARNING OBSERVER WITH TIME-DELAY

被引:1
|
作者
Fu Xingjian [1 ]
He Jiahui [1 ]
机构
[1] Beijing Informat Sci & Technol Univ, Sch Automat, 12 Xiaoying East Rd, Beijing 100192, Peoples R China
来源
COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES | 2022年 / 75卷 / 06期
基金
中国国家自然科学基金;
关键词
iterative learning; observer; robust adaptive control; robot manipulators;
D O I
10.7546/CRABS.2022.06.10
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
For the trajectory tracking of the robot manipulators, the robust adaptive control based on iterative learning observer is designed. The robot manipulators model is given, and an iterable dynamic equation is obtained by linearizing the model. An iterative learning observer is designed, so that the output state of the observer can converge to the actual state of the system and the convergence analysis of the observer is also given. Based on Lyapunov stability theory, the robust adaptive controller is given to ensure that the trajectory tracking error of the robot manipulators gradually approaches zero. Finally, the double joint robot manipulators systems are simulated, and the results verify the effectiveness of the method.
引用
收藏
页码:861 / 872
页数:12
相关论文
共 50 条
  • [1] Practical Time-Delay Control With Adaptive Gains for Trajectory Tracking of Robot Manipulators
    Baek, Jaemin
    Cho, Soonwan
    Han, Soohee
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (07) : 5682 - 5692
  • [2] Time-Delay Sliding Mode Control for Trajectory Tracking of Robot Manipulators
    Yang, Jiae
    Wang, Yujia
    Wang, Tong
    Hu, Zhijian
    Yang, Xuebo
    Rodriguez-Andina, Juan J.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (10) : 13083 - 13091
  • [3] Trajectory tracking control based on observer for robot manipulators with uncertainties
    Wang Hong-rui
    Chen Li
    Wang Xia
    Chen Wei-dong
    Proceedings of 2004 Chinese Control and Decision Conference, 2004, : 865 - 867
  • [4] A Reinforcement Learning-based Adaptive Time-Delay Control and Its Application to Robot Manipulators
    Baek, Seungmin
    Baek, Jongchan
    Choi, Jinsuk
    Han, Soohee
    2022 AMERICAN CONTROL CONFERENCE, ACC, 2022, : 2722 - 2729
  • [5] Decentralized Robust Adaptive Iterative Learning Control of Robot Manipulators
    Sun, Lili
    Duan, Wenyong
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 2685 - 2689
  • [6] Time-Delay Control With Adaptive Gain Dynamics for Robot Manipulators
    Lee, Junyoung
    Chang, Pyung Hun
    Jin, Maolin
    2017 IEEE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2017, : 118 - 123
  • [7] An Improved Adaptive Sliding Mode Control Based on Time-Delay Control for Robot Manipulators
    Park, JunMin
    Kwon, Wookyong
    Park, PooGyeon
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (10) : 10363 - 10373
  • [8] Hybrid adaptive iterative learning control of non-uniform. trajectory tracking for Nonlinear time-delay systems
    Li Junmin
    Li Xinmin
    Xing Keyi
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 6, 2007, : 515 - 519
  • [9] An Enhanced Adaptive Time Delay Control-Based Integral Sliding Mode for Trajectory Tracking of Robot Manipulators
    Boudjedir, Chems Eddine
    Bouri, Mohamed
    Boukhetala, Djamel
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2023, 31 (03) : 1042 - 1050
  • [10] Robot Manipulators Control Based on Adaptive Iterative Learning Control
    Wu Jinghua
    2011 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1 AND 2: NEW ENGINES FOR INDUSTRIAL DESIGN: INTELLIGENCE - INTERACTION - SERVICES, 2011, : 1197 - +