ON THE LEARNING CONTROL OF A ROBOT MANIPULATOR

被引:8
|
作者
DAWSON, DM
QU, Z
DORSEY, JF
LEWIS, FL
机构
[1] School of Electrical Engineering, Georgia Institute of Technology, Atlanta, 30332, GA
关键词
ROBOTS; CONTROL; LEARNING; TRACKING CONTROL; COMPUTED-TORQUE CONTROL; ROBUSTNESS;
D O I
10.1007/BF00452101
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 derives a learning control law to achieve trajectory following for a robot manipulator. The controller consists of two parts, a computed torque servo for the rigid body terms that can be modelled and a learning law for the unmodelled dynamics. An advantage of this method is that bounds can be assigned to the position and velocity tracking errors.
引用
收藏
页码:43 / 53
页数:11
相关论文
共 50 条
  • [31] Indirect iterative learning control for robot manipulator with non-Gaussian disturbances
    Chen, Haiyong
    Xing, Guansheng
    Sun, Hexu
    Wang, Hong
    IET CONTROL THEORY AND APPLICATIONS, 2013, 7 (17): : 2090 - 2102
  • [32] Iterative learning control of a robot manipulator using nD practical tracking approach
    Yamada, M
    Li, X
    Saito, O
    2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL II, CONFERENCE PROCEEDINGS, 2004, : 565 - 568
  • [33] Entropy based indirect iterative learning control for robot manipulator with random disturbances
    Chen, Haiyong
    Wang, Liwei
    Xing, Guansheng
    Sun, Hexu
    Proceedings of the 30th Chinese Control Conference, CCC 2011, 2011, : 2485 - 2490
  • [34] Research on Fuzzy Adaptive and PD -Type Iterative Learning Control for Robot Manipulator
    Zhu, Zuojun
    Xu, Xiangrong
    Zhu, YongFei
    Rodic, Aleksandar
    Petrovic, Petar B.
    2021 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2021), 2021, : 487 - 491
  • [35] LSTM-Based Imitation Learning of Robot Manipulator Using Impedance Control
    Park S.
    Jo S.
    Lee S.
    Journal of Institute of Control, Robotics and Systems, 2023, 29 (02) : 107 - 112
  • [36] Neural-learning Enhanced Admittance Control of a Robot Manipulator With Input Saturation
    Peng, Guangzhu
    Yang, Chenguang
    He, Wei
    Li, Zhijun
    Kuang, Donghai
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 104 - 109
  • [37] Iterative learning control of robot manipulator with I-type parameter estimator
    Choi, JY
    Uh, J
    Lee, JS
    PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2001, : 646 - 651
  • [38] Constrained motion control of a robot manipulator
    Houshangi, N
    1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 3495 - 3500
  • [39] Distribuited control application for a robot manipulator
    Ramírez, IM
    González, LA
    Ivankovic, IB
    ROMOCO'01: PROCEEDINGS OF THE SECOND INTERNATIONAL WORKSHOP ON ROBOT MOTION AND CONTROL, 2001, : 97 - 102
  • [40] Robust control of robot manipulator with actuators
    Yim, Y
    Park, JH
    KSME INTERNATIONAL JOURNAL, 2001, 15 (03): : 320 - 326