A Novel Composite Observer Based Approach for Dynamic Event-Triggered Adaptive Fuzzy Control of Nonlinear Systems Under DoS Attacks

被引:0
|
作者
Wang, Xinjun [1 ]
Liu, Shenghang [1 ]
Niu, Ben [2 ]
Song, Xinmin [1 ]
Wang, Huanqing [3 ]
Zhao, Xudong [4 ]
机构
[1] Shandong Normal Univ, Sch Informat Sci & Engn, Jinan 250014, Peoples R China
[2] Sichuan Univ, Sch Elect Engn, Chengdu 610065, Peoples R China
[3] Bohai Univ, Sch Math & Phys, Jinzhou 121000, Peoples R China
[4] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
基金
中国国家自然科学基金;
关键词
Event detection; Observers; Denial-of-service attack; Adaptive systems; Vectors; Safety; Nonlinear dynamical systems; Cyberattack; Time-varying systems; Security; Compensator-based composite observer; denial-of-service (DoS) attacks; dynamic event triggering; prescribed-time fuzzy tracking control; uncertain nonlinear systems; TRACKING CONTROL;
D O I
10.1109/TFUZZ.2024.3488316
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, we propose a dynamic event-triggered adaptive prescribed-time output feedback tracking control strategy for nonlinear systems with unknown external disturbances under denial-of-service (DoS) attacks. The presence of malicious intermittent DoS attacks makes the output signal and states of the system unavailable, which in turn leads to more difficulty in the design of the controller. To overcome the above difficulty, we construct a novel composite observer based on the attack compensator, whereby the system states can be reconstructed. Moreover, with the help of the time-varying constraint function, the prescribed-time tracking control problem for nonlinear systems is transformed into the constraint problem of tracking error. At the same time, a new dynamic event-triggered adaptive prescribed-time safety fuzzy controller is built and remains applicable in the systems that operate continuously after the predefined time. The adaptive fuzzy safety control method proposed in this article ensures that the tracking error converges to the user-specified region in the predefined time, all signals of the closed-loop system remain bounded under intermittent DoS attacks, and the repeated transmission of samples from the controller to the actuator can be further reduced, generating fewer events and saving communication resources. Finally, the simulation results of the single-link robotic arm demonstrate the rationality and effectiveness of the developed control algorithm.
引用
收藏
页码:694 / 703
页数:10
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