Adaptive NN Fixed-Time Fault-Tolerant Control for Uncertain Stochastic System With Deferred Output Constraint via Self-Triggered Mechanism

• Published in: IEEE transactions on cybernetics Vol. 53; no. 9; pp. 1 - 12
• Main Authors: Wu, Jian, He, Furong, Shen, Hao, Ding, Shihong, Wu, Zheng-Guang
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.09.2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Adaptive control; Adaptive neural network (NN) control; Adaptive systems; Artificial neural networks; Closed loops; Constraints; Controllers; Convergence; Data transmission; deferred output constraint; Delay; Fault tolerance; Fault tolerant systems; Feedback control; injection and deception attacks; Liapunov functions; Neural networks; Nonlinear systems; self-triggered mechanism; stochastic nonlinear systems; Stochastic systems

For a class of nonstrict-feedback stochastic nonlinear systems with the injection and deception attacks, this article explores the problem of adaptive neural network (NN) fixed-time control ground on the self-triggered mechanism in a pioneering way. After developing the self-triggered mechanism and...