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基于弹性观测器的受攻击信息物理系统自适应事件触发安全控制

Adaptive Event-Triggered Secure Control for Attacked Cyber–Physical Systems Based on Resilient Observer

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 6
ABS 3

中文导读

针对遭受网络攻击的信息物理系统,提出一种基于弹性观测器的自适应事件触发安全容错控制方案,能估计状态和故障信息、隔离污染数据,并节省网络资源。

Abstract

This article mainly focuses on the problem of observer-based adaptive event-triggered security fault-tolerant control (FTC) for attacked cyber-physical systems (CPSs). First, for the nonlinear characteristics in CPSs, the model is reconstructed based on the Takagi-Sugeno (T-S) fuzzy modeling technique. Then, a T-S fuzzy resilient observer is proposed to estimate the state as well as the actuator fault information. The proposed T-S fuzzy resilient observer proactively detects sensor transmission channels affected by dynamically changing denial-of-service (DoS) attacks, and proactively isolates contaminated data so as to reduce the impact of DoS attacks on the estimation effect. Based on the above content, an observer-based adaptive event-triggered security FTC scheme is proposed, which can ensure the stability of the CPSs and save the limited network resources between the controller and the actuator. Finally, simulation results are given to verify the effectiveness of the proposed scheme.

信息物理系统安全控制事件触发控制弹性观测器故障容错控制