Neural Network Tracking of Switched Robotic Manipulators with Mode-Dependent Average Dwell Time

被引:0
作者
Ma, Chao [1 ,2 ]
Wu, Wei [2 ]
Ji, Yidao [3 ]
Wang, Wei [3 ]
机构
[1] Univ Sci & Technol Beijing, Sch Mech Engn, Beijing 100083, Peoples R China
[2] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
[3] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
来源
2020 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE-RCAR 2020) | 2020年
基金
中国国家自然科学基金;
关键词
STABILITY ANALYSIS; SYSTEMS; STABILIZATION;
D O I
10.1109/rcar49640.2020.9303300
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is concerned with the tracking control for robotic manipulators with switching loads and parameter uncertainties. More precisely, the neural network approximation method is adopted with adaptive control to deal with the unmodeled dynamics. Multiple Lyapunov function method is used based on mode-dependent average dwell time, such that the tracking error can converge with desired region. A numerical example is finally provided for illustrating our proposed tracking strategy.
引用
收藏
页码:399 / 403
页数:5
相关论文
共 16 条
  • [11] Hybrid neural network fraction integral terminal sliding mode control of an Inchworm robot manipulator
    Rahmani, Mehran
    Ghanbari, Ahmad
    Ettefagh, Mir Mohammad
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2016, 80 : 117 - 136
  • [12] Robust adaptive control of a bio-inspired robot manipulator using bat algorithm
    Rahmani, Mehran
    Ghanbari, Ahmad
    Ettefagh, Mir Mohammad
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2016, 56 : 164 - 176
  • [13] A Tutorial Survey and Comparison of Impedance Control on Robotic Manipulation
    Song, Peng
    Yu, Yueqing
    Zhang, Xuping
    [J]. ROBOTICA, 2019, 37 (05) : 801 - 836
  • [14] Neural Network Control of a Flexible Robotic Manipulator Using the Lumped Spring-Mass Model
    Sun, Changyin
    He, Wei
    Hong, Jie
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (08): : 1863 - 1874
  • [15] Zhai GS, 2001, INT J SYST SCI, V32, P1055, DOI 10.1080/00207720010015690
  • [16] Stability and Stabilization of Switched Linear Systems With Mode-Dependent Average Dwell Time
    Zhao, Xudong
    Zhang, Lixian
    Shi, Peng
    Liu, Ming
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (07) : 1809 - 1815