A Novel DoS-Attack-Aware Event-Triggered Synchronization Control for Discrete-Time Fuzzy Complex Networks Under Round-Robin Protocol.

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Huaguang Zhang,Zhihong Liang,Juan Zhang,Qiongwen Zhang
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Abstract

This article investigates the discrete-time fuzzy complex networks (FCNs) event-triggered (ET) synchronization control problem by considering the coupling effect and cyber attacks. To prevent data conflicts caused by communication resource limitations, a round-robin (RR) protocol is introduced to regulate the communication transmission order among coupled nodes. To be more general and flexible against Denial-of-Service (DoS) attacks, the concept of average dwelling time ratio (ADTR) is proposed to evaluate DoS attack models. In addition, a DoS-attack-aware ET mechanism is developed. Under this mechanism, a threshold parameter is dynamically adjusted according to the active and dormant time of the DoS attacks. The correlated co-design of anti-attack security control and ET mechanism is realized. Compared with the existing results, the scheme improves the control performance while reducing the controller update frequency. Then, by establishing appropriate Lyapunov function, sufficient criteria for synchronization of discrete-time FCNs are obtained, and a controllable range of the ADTR is calculated. Finally, the effectiveness of the proposed DoS-attack-aware ET control scheme based on RR protocol is verified through two simulations.
轮循协议下离散模糊复杂网络感知dos攻击的事件触发同步控制。
本文研究了考虑耦合效应和网络攻击的离散模糊复杂网络事件触发(ET)同步控制问题。为了防止由于通信资源的限制而导致的数据冲突,引入了轮循(RR)协议来调节耦合节点间的通信传输顺序。为了更通用和灵活地应对拒绝服务攻击,提出了平均停留时间比(ADTR)的概念来评估DoS攻击模型。此外,还开发了一种感知dos攻击的ET机制。该机制根据DoS攻击的活跃和休眠时间动态调整阈值参数。实现了防攻击安全控制与ET机制的相关协同设计。与已有结果相比,该方案在降低控制器更新频率的同时提高了控制性能。然后,通过建立适当的Lyapunov函数,得到离散fcn同步的充分准则,并计算出ADTR的可控范围。最后,通过两个仿真验证了基于RR协议的感知dos攻击的ET控制方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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