Adaptive Fuzzy Output-Feedback Control for Switched Uncertain Nonlinear Systems With Full-State Constraints

被引:73
|
作者
Liu, Lei [1 ]
Chen, Aiqing [2 ]
Liu, Yan-Jun [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
[2] South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510641, Peoples R China
基金
中国国家自然科学基金;
关键词
Switches; Observers; Nonlinear systems; Control systems; Switched systems; Adaptive control; Uncertainty; Full-state constraints; fuzzy state observer; output feedback; switched uncertain nonlinear systems; tangent barrier Lyapunov function (BLF-Tan); VARYING DELAY SYSTEMS; TRACKING CONTROL; NEURAL-NETWORK; PREDICTIVE CONTROL; STABILIZATION; MULTIMEDIA; ALGORITHM;
D O I
10.1109/TCYB.2021.3050510
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 article investigates an adaptive fuzzy tracking control approach via output feedback for a class of switched uncertain nonlinear systems with full-state constraints under arbitrary switchings. The adaptive observer and controller are designed based on fuzzy approximation. The main characteristic of discussed systems is that the state variables are not available for measurement and need to be kept within the constraint set. In order to estimate the unmeasured states, the adaptive fuzzy state observer is constructed. To guarantee that all the states do not violate the time-varying bounds, the tangent barrier Lyapunov functions (BLF-Tans) are selected in the design procedure. Based on the common Lyapunov function method, the stability of considered systems is analyzed. It is demonstrated that all the signals in the resulting system are bounded, and all the states are limited in their constrained sets. Furthermore, the simulation example is used to validate the effectiveness of the presented control strategy.
引用
收藏
页码:7340 / 7351
页数:12
相关论文
共 50 条
  • [31] Observer-Based Adaptive Fuzzy Output Feedback Control for a Class of Fractional-Order Nonlinear Systems with Full-State Constraints
    Mei Liang
    Yaowen Chang
    Fuyi Zhang
    Shouli Wang
    Changhui Wang
    Shuai Lu
    Yantao Wang
    International Journal of Fuzzy Systems, 2022, 24 : 1046 - 1058
  • [32] Observer-Based Adaptive Fuzzy Output Feedback Control for a Class of Fractional-Order Nonlinear Systems with Full-State Constraints
    Liang, Mei
    Chang, Yaowen
    Zhang, Fuyi
    Wang, Shouli
    Wang, Changhui
    Lu, Shuai
    Wang, Yantao
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2022, 24 (02) : 1046 - 1058
  • [33] Decentralized adaptive approximation-based fuzzy output-feedback control of uncertain switched stochastic interconnected nonlinear systems
    Li, Huan
    Feng, Zhiguang
    Li, Xiaoqing
    Liu, Liang
    Niu, Ben
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (16): : 7306 - 7325
  • [34] Adaptive Output-Feedback Neural Control of Switched Uncertain Nonlinear Systems With Average Dwell Time
    Long, Lijun
    Zhao, Jun
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (07) : 1350 - 1362
  • [35] Adaptive Fuzzy Control of Strict-Feedback Nonlinear Time-Delay Systems with Full-State Constraints
    Sun, Wei
    Yuan, Wenxing
    Shao, Yu
    Sun, Zongyao
    Zhao, Junsheng
    Sun, Qun
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (08) : 2556 - 2565
  • [36] Global adaptive output regulation for nonlinear systems with full-state constraints
    Jia, Fujin
    Lu, Junwei
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2021, 50 (06) : 619 - 637
  • [37] Adaptive Fuzzy Output Feedback Control for A Class of Nonlinear Pure-Feedback Systems with Full State Constraints
    Yi, Jiale
    Li, Jing
    Li, Junmin
    Wu, Jian
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 862 - 867
  • [38] Fuzzy adaptive control for a class of uncertain nonlinear pure-feedback systems with full state constraints
    Liu, Wei
    Zhao, Jianrong
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 1 - 6
  • [39] Adaptive Fuzzy Control of Strict-Feedback Nonlinear Time-Delay Systems with Full-State Constraints
    Wei Sun
    Wenxing Yuan
    Yu Shao
    Zongyao Sun
    Junsheng Zhao
    Qun Sun
    International Journal of Fuzzy Systems, 2018, 20 : 2556 - 2565
  • [40] Adaptive fuzzy output-feedback tracking control for switched stochastic pure-feedback nonlinear systems
    Chang, Yi
    Wang, Yuanqing
    Alsaadi, Fuad E.
    Zong, Guangdeng
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2019, 33 (10) : 1567 - 1582