Event-triggered synchronization control for neural networks against DoS attacks

被引：0

作者：

Liu, Yawei ^{[1
]}

Cui, Guangyin ^{[1
]}

Gao, Chen ^{[1
]}

机构：

[1] KunLun Digital Technol Co Ltd, Beijing 100007, Peoples R China

来源：

ELECTRONIC RESEARCH ARCHIVE | 2024年 / 33卷 / 01期

关键词：

event-triggered scheme; synchronization control; DoS attacks; neural networks; H-INFINITY CONTROL; CONTROL-SYSTEMS; DELAY; STABILITY;

D O I：

10.3934/era.2025007

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

This paper studied the event-triggered synchronization problem for time-delay neural networks under DoS attacks. A novel event-triggered scheme based on switching between periodic sampling and a continuous event-triggered scheme was proposed, which not only cuts down the number of data transmissions but also offsets cyberattacks. By choosing a suitable piecewise LyapunovKrasovskii functional and using several free-weighting matrices, sufficient conditions were established to ensure the exponential stability of the synchronization error system in the occurrence of DoS attacks. Furthermore, a co-design method was provided to acquire the desired non-fragile output-feedback control gain and event-triggering parameter. Finally, a numerical example was given to illustrate the usefulness of the proposed approach.

引用

页码：121 / 141

页数：21

共 43 条

[1] Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control [J].

Cao, Yuting ;

Wang, Shengbo ;

Guo, Zhenyuan ;

Huang, Tingwen ;

Wen, Shiping .

NEURAL NETWORKS, 2019, 119 :178-189

[2] Event-triggered generalized dissipative filtering for delayed neural networks under aperiodic DoS jamming attacks [J].

Chen, Xiaoli ;

Yuan, Ping .

NEUROCOMPUTING, 2020, 400 :467-479

[3] Event-triggered quantized H∞ control for networked control systems in the presence of denial-of-service jamming attacks [J].

Chen, Xiaoli ;

Wang, Youguo ;

Hu, Songlin .

NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2019, 33 :265-281

[4] Exponential Synchronization of Networked Chaotic Delayed Neural Network by a Hybrid Event Trigger Scheme [J].

Fei, Zhongyang ;

Guan, Chaoxu ;

Gao, Huijun .

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (06) :2558-2567

[5] A refined input delay approach to sampled-data control [J].

Fridman, Emilia .

AUTOMATICA, 2010, 46 (02) :421-427

[6] Practical finite-time synchronization for Lur'e systems with performance constraint and actuator faults: A memory-based quantized dynamic event-triggered control strategy [J].

Hou, Xinzhao ;

Wu, Huaiqin ;

Cao, Jinde .

APPLIED MATHEMATICS AND COMPUTATION, 2025, 487

[7] Observer-based prescribed-time synchronization and topology identification for complex networks of piecewise-smooth systems with hybrid impulses [J].

Hou, Xinzhao ;

Wu, Huaiqin ;

Cao, Jinde .

COMPUTATIONAL & APPLIED MATHEMATICS, 2024, 43 (04)

[8] Resilient H∞ Filtering for Event-Triggered Networked Systems Under Nonperiodic DoS Jamming Attacks [J].

Hu, Songlin ;

Yue, Dong ;

Chen, Xiaoli ;

Cheng, Zihao ;

Xie, Xiangpeng .

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (03) :1392-1403

[9] Observer-Based Event-Triggered Control for Networked Linear Systems Subject to Denial-of-Service Attacks [J].

Hu, Songlin ;

Yue, Dong ;

Han, Qing-Long ;

Xie, Xiangpeng ;

Chen, Xiaoli ;

Dou, Chunxia .

IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (05) :1952-1964

[10] Resilient Event-Triggered Controller Synthesis of Networked Control Systems Under Periodic DoS Jamming Attacks [J].

Hu, Songlin ;

Yue, Dong ;

Xie, Xiangpeng ;

Chen, Xiaoli ;

Yin, Xiuxia .

IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (12) :4271-4281

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