Adaptive Fuzzy Resilient Decentralized Control for Nonlinear Large-Scale CPSs Under DoS Attacks

被引:2
|
作者
Zhao, Zhihong [1 ]
Wang, Tong [1 ]
Peng, Feng [1 ]
Yu, Jinyong [1 ]
机构
[1] Harbin Inst Technol Lib, Res Inst Intelligent Control & Syst, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive backstepping; average dwell time; denial-of-service (DoS) attacks; nonlinear cyber-physical systems (CPSs); resilient control; switched state estimator; POWER-SYSTEM; OPTIMIZATION; DESIGN;
D O I
10.1109/TFUZZ.2024.3434726
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, by using the output feedback information, an adaptive fuzzy decentralized controller for a class of nonlinear large-scale cyber-physical systems (CPSs) is developed. The considered system encompass unmeasurable states and are susceptible to denial-of-service (DoS) attacks. The approximations of unknown nonlinear functions are achieved through the utilization of fuzzy logic systems, and a switching-type fuzzy state estimator is proposed to obtain the estimations of unavailable system states. Through the application of adaptive backstepping design mechanism and the dynamic surface control method, an adaptive fuzzy output feedback decentralized controller is ultimately proposed. By utilizing a combination of Lyapunov stability theory and average dwell time, it is demonstrated that the proposed adaptive fuzzy decentralized resilient controller ensures that the tracking errors converge to a small bounded neighborhood under the circumstance of DoS attacks, and all signals of CPS are bounded. The efficiency of the proposed approach is validated through simulation studies of a nonlinear inverted pendulum large-scale system.
引用
收藏
页码:5899 / 5909
页数:11
相关论文
共 50 条
  • [31] Command filter-based adaptive fuzzy decentralized control for large-scale nonlinear systems
    Kang, Shijia
    Liu, Peter Xiaoping
    Wang, Huanqing
    NONLINEAR DYNAMICS, 2021, 105 (04) : 3239 - 3253
  • [32] Decentralized Adaptive Fuzzy Output-Feedback Control of Switched Large-Scale Nonlinear Systems
    Long, Lijun
    Zhao, Jun
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (05) : 1844 - 1860
  • [33] Fuzzy Adaptive Decentralized Control for Switched Nonlinear Large-Scale Systems Based on Backstepping Technique
    Li, Yongming
    Tong, Shaocheng
    Li, Tieshan
    2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 365 - 368
  • [34] Adaptive fuzzy decentralized control for a class of pure-feedback large-scale nonlinear systems
    Wang, Huanqing
    Liu, Xiaoping
    Chen, Bing
    Zhou, Qi
    NONLINEAR DYNAMICS, 2014, 75 (03) : 449 - 460
  • [35] Command filter-based adaptive fuzzy decentralized control for large-scale nonlinear systems
    Shijia Kang
    Peter Xiaoping Liu
    Huanqing Wang
    Nonlinear Dynamics, 2021, 105 : 3239 - 3253
  • [36] Decentralized adaptive fuzzy control of large-scale nonaffine nonlinear systems by state and output feedback
    Yi-Shao Huang
    Min Wu
    Yong He
    Ling-Li Yu
    Qi-Xin Zhu
    Nonlinear Dynamics, 2012, 69 : 1665 - 1677
  • [37] Direct adaptive output feedback fuzzy decentralized control for a class of large-scale nonlinear systems
    Wang, T
    Zhao, DP
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 940 - 945
  • [38] Adaptive fuzzy decentralized control for a class of pure-feedback large-scale nonlinear systems
    Huanqing Wang
    Xiaoping Liu
    Bing Chen
    Qi Zhou
    Nonlinear Dynamics, 2014, 75 : 449 - 460
  • [39] Fuzzy Adaptive Backstepping Decentralized Control for Switched Nonlinear Large-Scale Systems with Switching Jumps
    Yongming Li
    Shaocheng Tong
    International Journal of Fuzzy Systems, 2015, 17 : 12 - 21
  • [40] Decentralized adaptive fuzzy control of large-scale nonaffine nonlinear systems by state and output feedback
    Huang, Yi-Shao
    Wu, Min
    He, Yong
    Yu, Ling-Li
    Zhu, Qi-Xin
    NONLINEAR DYNAMICS, 2012, 69 (04) : 1665 - 1677