Backstepping quasi-continuous high-order sliding mode control for a Takagi-Sugeno fuzzy system with an application for a two-link robot control

被引:24
|
作者
Van, Mien [1 ]
Kang, Hee-Jun [2 ]
Shin, Kyoo-Sik [3 ]
机构
[1] Univ Ulsan, Dept Elect Engn, Ulsan 680749, South Korea
[2] Univ Ulsan, Sch Elect Engn, Ulsan 680749, South Korea
[3] Hanyang Univ, Dept Mech Engn, Ansan, South Korea
关键词
Backstepping control; sliding mode control; quasi-continuous high-order sliding mode; Takagi-Sugeno (T-S) fuzzy model; robot manipulators; INDUCTION-MOTOR DRIVE; OUTPUT-FEEDBACK CONTROL; NONLINEAR-SYSTEMS; STABILITY ANALYSIS; DESIGN; OBSERVER; IDENTIFICATION; STABILIZATION;
D O I
10.1177/0954406213508936
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A new control scheme is proposed for motion tracking of a Takagi-Sugeno fuzzy system using the backstepping quasi-continuous high-order sliding mode (HOSM) control technique. First, a Takagi-Sugeno fuzzy model is used to represent the original second-order nonlinear system; most of the parameters for this model can be computed offline. Next, a conventional backstepping sliding mode control (BSMC) is designed to stabilize and guarantee the exact motion tracking for the Takagi-Sugeno fuzzy system. However, use of the conventional sliding mode control generates significant chattering. Therefore, a quasi-continuous second-order sliding mode (QC2S) control is employed to reduce chattering and obtain higher tracking precision, resulting in a backstepping quasi-continuous second-order sliding mode (BQC2S) control law. Combining the Takagi-Sugeno fuzzy model with the BQC2S controller results in a controller scheme that preserves the advantages of both techniques, such as the low online computational burden of the Takagi-Sugeno fuzzy model, and the low chattering, robustness, and fast transient response of the BQC2S controller. Finally, the proposed controller is used to control a two-link robot manipulator and is compared with the existing approaches. Simulation results are presented to demonstrate the effectiveness of the proposed methodology.
引用
收藏
页码:1488 / 1500
页数:13
相关论文
共 50 条
  • [41] Exact Takagi-Sugeno descriptor models of recurrent high-order neural networks for control applications
    Armenta, Carlos
    Bernal, Miguel
    Estrada-Manzo, Victor
    Sala, Antonio
    COMPUTATIONAL & APPLIED MATHEMATICS, 2020, 39 (01):
  • [42] Cooperative control problem of Takagi-Sugeno fuzzy multiagent systems via observer based distributed adaptive sliding mode control
    Jin, Zhenghong
    Wang, Zhanxiu
    Zhang, Xuefeng
    Journal of the Franklin Institute, 2022, 359 (08) : 3405 - 3426
  • [43] Robust Takagi-Sugeno fuzzy control for fractional order hydro-turbine governing system
    Wang, Bin
    Xue, Jianyi
    Wu, Fengjiao
    Zhu, Delan
    ISA TRANSACTIONS, 2016, 65 : 72 - 80
  • [44] Cooperative control problem of Takagi-Sugeno fuzzy multiagent systems via observer based distributed adaptive sliding mode control
    Jin, Zhenghong
    Wang, Zhanxiu
    Zhang, Xuefeng
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2022, 359 (08): : 3405 - 3426
  • [45] A New Sliding Mode Control Approach for a Class of Uncertain Takagi-Sugeno Fuzzy Time-delay Systems
    Mi Yang
    Li Juntao
    Li Wenlin
    Jing Yuanwei
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 6117 - +
  • [46] Study of Takagi-Sugeno fuzzy-based terminal-sliding mode fault-tolerant control
    Xu, Sendren Sheng-Dong
    Liu, Yi-Kuo
    IET CONTROL THEORY AND APPLICATIONS, 2014, 8 (09): : 667 - 674
  • [47] Sliding mode control for non-linear systems by Takagi-Sugeno fuzzy model and delta operator approaches
    Wang, Jiahui
    Gao, Yabin
    Qiu, Jianbin
    Ahn, Choon Ki
    IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (08): : 1205 - 1213
  • [48] Joint Position Tracking Control of a Two-Link Planar Robot Arm Using Fuzzy Fractional Order Sliding-Mode Strategy
    Wu, Hsiu-Ming
    2021 21ST INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2021), 2021, : 1021 - 1024
  • [49] Quasi-continuous high-order sliding-mode controllers for reduced-order chaos synchronization
    Rodriguez, A.
    De Leon, J.
    Fridman, L.
    INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 2008, 43 (09) : 948 - 961
  • [50] Generalized synchronization in reduced-order by quasi-continuous high-order sliding-mode controllers
    Rodriguez, Angel
    De Leon, Jesus
    Fridman, Leonid
    PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 5450 - +