基于异步事件触发的随机网络马尔可夫跳变系统在虚假数据注入攻击下的控制

Asynchronous Event-Triggered-Based Control for Stochastic Networked Markovian Jump Systems With FDI Attacks

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2023
被引 40
ABS 3

中文导读

针对易受网络延迟和虚假数据注入攻击的马尔可夫跳变系统,提出了一种新的异步事件触发输出反馈控制方法,通过协同设计抗攻击控制器和事件触发方案,在保证指数稳定性的同时降低网络带宽消耗。

Abstract

In this article, a new asynchronous event-triggered-based output-feedback control method is proposed for a special type of networked Markovian jump systems susceptible to network delays and attacks. A novel controller is designed to make allowances for four cases that are common in practical situations: 1) a network delay; 2) false data injection (FDI) attacks; 3) asynchrony between system modes and controller modes; and 4) an event-triggered scheme. First, to avoid traditional assumptions about system delays, a novel Lyapunov function is proposed, based on which a new stability theory is formulated to guarantee exponential stability. Second, an FDI attack is represented as a stochastic process, which can be dealt with properly by the designed controller. Third, a new delay-based event-triggered scheme is brought into the controller design to reduce the network bandwidth consumption and save the network transmission resources. Then, an asynchronous controller is engineered with the aid of a hidden-Markov model, which can extend the application scope of the proposed method. Note that we put the above four factors into one framework, which implies a co-design of an anti-attack controller and an event-triggered scheme is developed. Finally, an operational amplifier circuit is simulated to verify the feasibility and superiority of the designed controller.

控制理论网络控制系统马尔可夫跳变系统事件触发控制网络安全