基于动态事件的多重网络攻击下非线性时滞隐半马尔可夫跳变系统的可达集综合

Dynamic-Event-Based Reachable Set Synthesis for Nonlinear Delayed Hidden Semi-Markov Jump Systems Under Multiple Cyber-Attacks

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 78 · 同刊同年前 1%
ABS 3

中文导读

针对一类非线性时滞隐半马尔可夫跳变系统,研究了在多重网络攻击和执行器饱和下的可达集综合问题,提出基于动态事件触发机制的安全异步控制器设计方法。

Abstract

In this article, the problem of reachable set (RS) synthesis for a class of nonlinear delayed hidden semi-Markov jump systems with actuator saturation and multiple cyberattacks is addressed. First, a dynamic-event-triggered mechanism (DETM) with a time-varying additional threshold is introduced, which can save communication resources more effectively. However, due to the introduction of DETM, the modes of the controller and the system exhibit asynchronous behavior. On the other hand, while network communication facilitates signal transmission, it also exposes the system to an open environment vulnerable to cyberattacks. To address these issues, we devise a security asynchronous controller based on the hidden Markov model. In addition, this article also considers a class of actuator saturation problem. After that, the sufficient conditions for RSs are obtained by applying the stability theory of Lyapunov functional and linear matrix inequalities. The controller gains are obtained by the matrix decoupling method. Finally, the feasibility and practicability of the method are verified by the circuit model and a numerical simulation.

控制理论非线性系统网络攻击事件触发机制隐马尔可夫模型