Adaptive Fuzzy Finite-Time Command-Filtered Backstepping Control of Flexible-Joint Robots

被引:19
|
作者
Datouo, Roger [1 ]
Mvogo Ahanda, Joseph Jean-Baptiste [2 ]
Melingui, Achille [3 ]
Biya-Motto, Frederic [1 ]
Essimbi Zobo, Bernard [1 ]
机构
[1] Univ Yaounde I, Lab Elect, Dept Phys, Fac Sci, POB 812, Yaounde, Cameroon
[2] Univ Bamenda, Elect & Power Engn, Dept Higher Tech Teachers Training Coll, POB 39, Bambili, Nw Region, Cameroon
[3] Univ Yaounde I, Elect & Telecommun Engn, Dept Ecole Natl Super Polytech, POB 8390, Yaounde, Cameroon
关键词
Adaptive backstepping control; Finite-time command-filtered control; Fuzzy logic system; Flexible-joint robot; DYNAMIC SURFACE CONTROL; TRAJECTORY TRACKING CONTROL; PARALLEL MANIPULATOR; INDUCTION-MOTORS; SYSTEMS; DESIGN;
D O I
10.1017/S0263574720000910
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The problem of finite-time tracking control for n-link flexible-joint robot manipulators is addressed. An adaptive fuzzy finite-time command-filtered backstepping control scheme is presented to solve the following problems: "explosion of terms" problem, finite-time stabilization of the closed-loop system, and the reduction of computational cost. To this end, new virtual adaptive control signals and new finite-time error compensation mechanism are constructed using inherent properties of robot manipulator systems. Based on the Lyapunov theory, the finite-time stabilization of the closed-loop system is proved. Simulation studies show the effectiveness of the proposed method.
引用
收藏
页码:1081 / 1100
页数:20
相关论文
共 50 条
  • [1] Robust Finite-Time Command-Filtered Backstepping Control for Flexible-Joint Robots With Only Position Measurements
    Zhang, Yang
    Zhang, Menghua
    Du, Fuxin
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54 (02): : 1263 - 1275
  • [2] Robust Finite-Time Command-Filtered Backstepping Control for Flexible-Joint Robots with only Position Measurements
    Zhang, Yang
    Zhang, Menghua
    Du, Fuxin
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54 (02) : 1263 - 1275
  • [3] Robust Command-Filtered Control With Prescribed Performance for Flexible-Joint Robots
    Zhang, Yang
    Lei, Yanqiang
    Zhang, Tichong
    Song, Rui
    Li, Yibin
    Du, Fuxin
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
  • [4] Finite-Time Adaptive Fuzzy Control for MIMO Nonlinear Systems With Input Saturation via Improved Command-Filtered Backstepping
    Cui, Guozeng
    Yu, Jinpeng
    Wang, Qing-Guo
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (02): : 980 - 989
  • [5] Adaptive command-filtered finite-time consensus tracking control for single-link flexible-joint robotic multi-agent systems
    Liu, Chao
    Han, Limin
    Yan, Bocheng
    Niu, Ben
    Li, Shengtao
    Liu, Xiaomei
    FRONTIERS IN PHYSICS, 2023, 11
  • [6] Practical Finite-Time Command-Filtered Adaptive Backstepping With Its Applications to Quadrotor Hovers
    Zheng, Xiaolong
    Yu, Xinghu
    Yang, Xuebo
    Rodriguez-Andina, Juan J.
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (05) : 3017 - 3029
  • [7] Finite-Time Adaptive Fuzzy Command Filtered Backstepping Control for a Class of Nonlinear Systems
    Huanqing Wang
    Shijia Kang
    Zhiguang Feng
    International Journal of Fuzzy Systems, 2019, 21 : 2575 - 2587
  • [8] Finite-Time Adaptive Fuzzy Command Filtered Backstepping Control for a Class of Nonlinear Systems
    Wang, Huanqing
    Kang, Shijia
    Feng, Zhiguang
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (08) : 2575 - 2587
  • [9] Adaptive Fixed-Time Tracking Control for Nonlinear Systems Based on Finite-Time Command-Filtered Backstepping
    Chen, Ming
    Li, Yingsen
    Wang, Huanqing
    Peng, Kaixiang
    Wu, Libing
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (05) : 1604 - 1613
  • [10] Command-filtered backstepping control with error compensation for flexible joint manipulator
    Li P.-F.
    Zhang Y.-H.
    Zhang L.
    Wang X.-H.
    Wang W.-J.
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2020, 37 (08): : 1693 - 1700