Adaptive Fuzzy Predefined-Time Tracking Control Design for Nonstrict-Feedback High-Order Nonlinear Systems With Input Quantization

被引:2
|
作者
Sui, Shuai [1 ]
Zhao, Lin [1 ]
Chen, C. L. Philip [2 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
[2] South China Univ Technol, Sch Comp Sci & Engn, Guangzhou 510641, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy logic system (FLS); high-order systems; input quantization; predefined-time; GLOBAL STABILIZATION; POWER INTEGRATOR;
D O I
10.1109/TFUZZ.2024.3431047
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article studies the problem of an adaptive fuzzy predefined-time tracking control approach for a type of uncertain nonstrict-feedback high-order nonlinear systems with input quantization. The considered plants contain unknown nonlinear functions, input quantization, and external disturbances. Based on the backstepping recursive technique and predefined-time stability criterion, a fuzzy adaptive predefined-time control strategy is presented. To address the difficulties posed by the uncertain nonlinearities within the original systems, the fuzzy logic systems are incorporated into estimate the unknown nonlinear functions, while power integrator technology is used to overcome the hurdle presented by high-order terms. Using the predefined-time Lyapunov stability theory, the system stability analysis is provided, and it is proved that all signals in the closed-loop system are bounded within the preset time interval. Ultimately, the effectiveness of the presented control approach is corroborated through numerical simulation.
引用
收藏
页码:5978 / 5990
页数:13
相关论文
共 50 条
  • [21] Practically Predefined-Time Adaptive Fuzzy Tracking Control for Nonlinear Stochastic Systems
    Zhang, Tianliang
    Su, Shun-Feng
    Wei, Wei
    Yeh, Ruey-Huei
    IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (12) : 8000 - 8012
  • [22] Output Feedback Predefined-Time Bipartite Consensus Control for High-Order Nonlinear Multiagent Systems
    Li, Kuo
    Hua, Changchun
    You, Xiu
    Ahn, Choon Ki
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2021, 68 (07) : 3069 - 3078
  • [23] Observer-Based Adaptive Fuzzy Fault-Tolerant Control for Stochastic Nonstrict-Feedback Nonlinear Systems With Input Quantization
    Ma, Hui
    Zhou, Qi
    Bai, Lu
    Liang, Hongjing
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 49 (02): : 287 - 298
  • [24] Adaptive neural tracking control for a class of uncertain nonstrict-feedback nonlinear systems
    Yu, Qiang
    Wang, Xinyong
    Zong, Guangdeng
    Zhao, Xudong
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (15): : 6503 - 6519
  • [25] Adaptive Fuzzy Output Constrained Control Design for Multi-Input Multioutput Stochastic Nonstrict-Feedback Nonlinear Systems
    Li, Yongming
    Tong, Shaocheng
    IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (12) : 4086 - 4095
  • [26] Adaptive Fuzzy Nonsingular Fixed-Time Control for Nonstrict-Feedback Constrained Nonlinear Multiagent Systems With Input Saturation
    Yang, Haijiao
    Ye, Dan
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (10) : 3142 - 3153
  • [27] Adaptive Fuzzy Control for Nonstrict-Feedback Systems With Input Saturation and Output Constraint
    Zhou, Qi
    Wang, Lijie
    Wu, Chengwei
    Li, Hongyi
    Du, Haiping
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (01): : 1 - 12
  • [28] Adaptive Neural Output Feedback Control for Nonstrict-Feedback Nonlinear Systems with Quantized Input
    Dong, Yan
    Yu, Zhaoxu
    Li, Fangfei
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 844 - 849
  • [29] Adaptive Fuzzy Output-Feedback Tracking Control for Switched Nonstrict-Feedback Nonlinear Systems with Prescribed Performance
    Yuanqing Wang
    Yi Chang
    Abdulhameed F. Alkhateeb
    Naif D. Alotaibi
    Circuits, Systems, and Signal Processing, 2021, 40 : 88 - 113
  • [30] Adaptive fuzzy control of MIMO nonstrict-feedback nonlinear systems with fuzzy dead zones and time delays
    Hang Su
    Weihai Zhang
    Nonlinear Dynamics, 2019, 95 : 1565 - 1583