基于多切换控制机制的离散时间T-S模糊非线性主动悬架系统网络安全方案

IF 10.7 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Jiaming Shen;Yang Liu;Mohammed Chadli
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引用次数: 0

摘要

本文研究了随机拒绝服务(DoS)攻击下主动悬架系统(ASSs)的网络安全问题。考虑到ASSs的非线性和不确定性,应用Takagi-Sugeno (T-S)模糊理论来解决这些问题。为了对系统的各种潜在运行行为进行建模,构造了一种高阶多切换模式(HOMSM) T-S模糊控制方案,该方案针对不同的切换模式建立了一系列自由加权矩阵集,从而在一定程度上降低了控制器设计的保守性。通过设计HOMSM控制方法,可以对随机激活的DoS攻击达到一定程度的抵抗。利用齐次多项式技术,构造了多个时变平衡矩阵来提取不同开关模式的特性。在此基础上,推导了DoS攻击下ASSs的指数稳定性条件,保证了$H_{\infty }$的性能准则。最后,通过硬件在环实验验证了理论结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network Security Scheme for Discrete-Time T-S Fuzzy Nonlinear Active Suspension Systems Based on Multiswitching Control Mechanism
This article investigates the cybersecurity problem of active suspension systems (ASSs) subject to random denial-of-service (DoS) attacks. Consider the nonlinearity and uncertainty of ASSs, the Takagi–Sugeno (T-S) fuzzy theory is applied to address these issues. In order to model various potential operating behaviors of the system, a high-order multiswitching-mode (HOMSM) T-S fuzzy control scheme is constructed, in which a series of free-weighted matrix sets are developed for different switching modes, such that the conservatism of controller design is reduced to a certain extent. By designing the HOMSM control method, a certain level of resistance to randomly activated DoS attacks can be achieved. With the help of homogeneous polynomial technology, several time-varying balance matrices are constructed for extracting the properties of different switching modes. Then, the exponential stability conditions of ASSs under DoS attacks can be derived, and the $H_{\infty }$ performance criterion is guaranteed. Finally, the theoretical results are validated by the hardware-in-the-loop experiments.
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来源期刊
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems 工程技术-工程:电子与电气
CiteScore
20.50
自引率
13.40%
发文量
517
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.
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