不确定DI攻击下离散奇异系统基于观测器的类开关自适应触发弹性协调控制

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Yanan Meng, Guangming Zhuang, Yanqian Wang, Jun-e Feng
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引用次数: 0

摘要

本文研究了在欺骗注入(DI)攻击下离散奇异系统的基于观测器的类开关自适应触发弹性状态反馈控制。考虑到状态变量不能完全测量,设计了一个延迟状态观测器来重构系统状态,并用伯努利随机变量来描述DI攻击的发生。采用上界方法处理具有跳跃模式和不精确发生概率的DI攻击。针对DI攻击的偶发性,提出了一种类似切换的自适应触发弹性控制方法,协同设计的触发机制和弹性控制策略不仅可以根据系统状态自动调整数据传输,还可以节省通信资源和网络带宽,增强对恶意攻击的容忍度,从而提高网络奇异系统的安全性和可靠性。利用奇异值分解技术,避免了奇异系统的非因果行为,利用线性矩阵不等式(LMI)技术,同时实现了控制器和观测器的预期增益。然后给出了闭环离散奇异系统H∞$$ {H}_{\infty } $$随机可容许性的近代条件。最后,通过直流电机模型验证了弹性协调控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Observer-Based Switching-Like Adaptive-Triggered Resilient Coordination Control of Discrete Singular Systems Under DI Attacks with Uncertain Occurrence Probabilities

In this paper, we investigate observer-based switching-like adaptive-triggered resilient state feedback control for discrete singular systems under deception-injection (DI) attacks. Considering state variables are not completely measurable, a delayed state observer is engineered to reconstruct system states and the occurrence of DI attacks is described by Bernoulli random variables. The upper bound method is used to deal with the DI attacks with jumping patterns and imprecise occurrence probabilities. Taking into account the sporadic nature of DI attacks, switching-like adaptive-triggered resilient control method is presented, and the collaboratively designed triggered mechanism and resilient control strategy can not only automatically adjust data transmission based on the system states, but also save communication resources and network bandwidth, and enhance the tolerance to hostile attacks so as to improve safety and reliability of networked singular systems. By utilizing singular value decomposition technique, the noncausal behavior of the singular system is avoided and by applying linear matrix inequality (LMI) technology, the desired gains of controller and observer are achieved concurrently, then neoteric conditions about H $$ {H}_{\infty } $$ stochastic admissibility of closed-loop discrete singular systems are provided. Ultimately, the validity of the proposed resilient coordination control approach is verified via a direct current (DC) motor model.

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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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