空间电子技术2023，Vol.20Issue(5)：109-117,9.DOI:10.3969/j.issn.1674-7135.2023.05.016
具有欺骗攻击的主从神经网络混合事件触发同步控制
Hybrid event-triggered synchronous control on master-slave neural networks with deception attacks
摘要
Abstract
This paper presents a hybrid event-triggered synchronous control method for a master-slave neural network subject to deception attacks.The proposed method employs a hybrid event-triggered scheme based on Bernoulli distribution to reduce the communication burden and handle the unpredictable network environment by transmitting data only when necessary.Notably,the memory event trigger mechanism can transmit more data during the peak and bottom of the system's response state.To account for uncertainties in the system,including network-induced delay and randomly occurring deception attacks are developed within a unified framework and the corresponding Lyapunov-Krasovskii functional(LKF)is constructed.A stabilization criterion is then derived using Lyapunov theory.Numerical simulations demonstrate the effectiveness of the proposed method.关键词
神经网络/时滞/混合事件触发机制/欺骗攻击Key words
neural network/time delay/hybrid event-triggered scheme/deception attacks分类
航空航天引用本文复制引用
刘杨,张珍珍,白春江,陈昊..具有欺骗攻击的主从神经网络混合事件触发同步控制[J].空间电子技术,2023,20(5):109-117,9.基金项目
国家重点实验室(编号:2021-JCJQ-LB-006(6142411112102)) （编号:2021-JCJQ-LB-006(6142411112102）
