Intermittent Observer for Chaotic Lur’e Systems With Multi-Nondifferentiable Delay and Partially Limited Output Channels and Its Application to Secure Communication

IF 10.5 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Cybernetics Pub Date : 2025-04-16 DOI:10.1109/TCYB.2025.3557539
Kui Ding;Quanxin Zhu;Tingwen Huang
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Abstract

This study focuses on the state tracking problems of chaotic Lur’e systems with nondifferentiable delay and partial channel restriction via intermittent observer. Different from the results obtained by existing chaotic Lur’e systems, the time delay involved in the chaotic Lur’e system explored in this study does not require that the time delay must be differentiable and there is no limit that the time delay must be bounded, which is more in accordance with the operating situation in practical engineering. Subsequently, aiming at the inevitable cyber-attack in the communication network environment, an intermittent observer based on the loss of partial measurement information induced by cyber-attack is constructed. Especially, in the operation process of the designed intermittent estimator, it breaks through the strict requirement that the observation width must be greater than the upper limit of the delay in the existing work, which intuitively reflects the wider application range and has more exploratory significance. Moreover, a meaningful lemma is designed, which effectively overcomes the invalidity of existing Lyapunov function or Lyapunov–Krasovskii functional methods for nondifferentiable systems, and develops novel criteria for partial information loss and nondifferentiable systems, presenting an important theoretical guidance for related topics. Numerical simulations are provided to verify the effectiveness of the proposed intermittent observer mechanism and the stabilization criteria of the error system. Finally, an application of the proposed intermittent observation result for two identical chaotic systems to a secure communication approach is provided.
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具有多不可微延迟和部分受限输出信道的混沌Lur系统间歇观测器及其在保密通信中的应用
研究了基于间歇观测器的具有不可微延迟和部分信道限制的混沌Lur系统的状态跟踪问题。与现有混沌Lur’e系统得到的结果不同,本文所探索的混沌Lur’e系统所涉及的时滞不要求时滞必须可微,也不要求时滞必须有界,更符合实际工程中的运行情况。随后,针对通信网络环境中不可避免的网络攻击,构造了基于网络攻击导致部分测量信息丢失的间歇观测器。特别是所设计的间歇估计器在运行过程中,突破了现有工作中观测宽度必须大于延迟上限的严格要求,直观地体现了更广泛的应用范围,更具探索性意义。此外,设计了一个有意义的引理,有效克服了现有的Lyapunov函数或Lyapunov - krasovskii泛函方法对不可微系统的不有效性,并给出了部分信息损失和不可微系统的新判据,为相关课题提供了重要的理论指导。数值仿真验证了所提出的间歇观测器机构的有效性和误差系统的稳定准则。最后,给出了对两个相同混沌系统的间歇观测结果在安全通信方法中的应用。
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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