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王震,教授,博导,副院长
一直从事网络化系统理论、网络安全、数据驱动控制等数学与信息科学交叉领域的研究工作。以第一作者或通讯作者在Science China、IEEE TNNLS、IEEE TSMC、IEEE TCS、IEEE TASE、IEEE TIFS、IEEE TCNS、IEEE TNSE等国内外顶级学术期刊发表论文100余篇,其中“中国百篇最具影响力的国际学术论文”2篇。主持国家自然科学基金面上项目2项、山东省自然科学基金面上项目1项,主持或以项目组主要成员参与其他各类项目30余项。现任中国自动化学会分数阶系统与控制专委会委员、中国指挥与控制学会网络科学与工程专委会委员、山东省数学会理事、山东省大数据研究会理事、青岛市数学会理事及多个学术期刊编委。
代表性科研项目:
1. 国家自然科学基金(面上项目):非理想网络环境下忆阻神经网络系统的建模与同步控制研究,2022.1-2025.12。主持。
2. 国家自然科学基金(面上项目):分数阶复值神经网络的动力学分析与控制, 2016.1-2019.12。主持。
3. 国家自然科学基金(面上项目):多稳态忆阻神经网络的建模及事件触发控制下的状态估计研究,2020.1-2023.12。项目组主要成员。
4. 国家自然科学基金(面上项目):基于忆阻的分数阶神经网络的建模、动力学分析与同步控制, 2015.1-2018.12。项目组主要成员。
5. 山东省自然科学基金(面上项目):具有输入饱和的切换神经网络的非周期采样控制与性能优化, 2022.01-2024.12。主持。
近3年代表性论文:(第一/通讯作者):
1. Data-driven event-triggered control for discrete-time neural networks subject to actuator saturation, IEEE Transactions on Artificial Intelligence, 2025.
2. Resilient hybrid event-triggered control for secure synchronization of Lur’e systems against DoS attacks, IEEE Transactions on Network Science and Engineering, 2025.
3. An interval-appointed looped-functional for memory-based event-triggered control systems with input saturation, IEEE Transactions on Control of Network Systems, 2025.
4. Data-driven event-triggered control for discrete-time T-S fuzzy systems subject to input saturation, Fuzzy Sets and Systems,2025. (SCI一区,Top)
5. Resilient-sampling-based bipartite synchronization of cooperative-antagonistic neural networks with hybrid attacks: Designing interval-dependent functions, IEEE Transactions on Automation Science and Engineering, 2025. (SCI二区,Top)
6. A switching memory-based event-trigger scheme for synchronization of Lur'e systems with actuator saturation: A hybrid Lyapunov method, IEEE Transactions on Neural Networks and Learning Systems, 2024. (SCI一区,Top, IF: 10.2)
7. Intermittent sampled-data control for local stabilization of neural networks subject to actuator saturation: A work-interval-dependent functional approach, IEEE Transactions on Neural Networks and Learning Systems, 2024. (SCI一区,Top, IF: 10.2)
8. Secure stabilization of networked Lur’e systems suffering from DoS attacks: a resilient memory-based event-trigger mechanism, IEEE Transactions on Information Forensics and Security, 2024. (SCI一区,Top)
9. Adaptive Neural Control of Constrained MIMO Nonlinear Systems With Asymmetric Input Saturation and Dead Zone, IEEE Transactions on Neural Networks and Learning Systems, 2024. (SCI一区,Top)
10. Multisynchronization of coupled multistable neural networks via event-triggered impulsive control and its application to associative memory, IEEE Transactions on Automation Science and Engineering, 2024. (SCI二区,Top)
11. Stochastic sampled-data exponential synchronization of Markovian jump neural networks with time-varying delay, IEEE Transactions on Neural Networks and Learning Systems, 2023. (SCI一区,Top, IF: 14.255)
12. Memory-based event-triggered control for global synchronization of chaotic Lur'e systems and its application, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023.(SCI一区,Top, IF: 11.471)
13. Sampled-data-based bipartite leader-following synchronization of cooperation-competition neural networks via scheduled-interval looped function, IEEE Transactions on Circuits and Systems l: Regular Papers, 2023. (SCI一区,Top)
14. μ-stability of multiple equilibria in Cohen-Grossberg neural networks and its application to associative memory, SCIENCE CHINA Technological Sciences, 2023.
15. Adaptive event-trigger based sampled-data stabilization of complex-valued neural networks: a real and complex LMI approach, SCIENCE CHINA Information Sciences, 2023.
发明专利:
1.王震,倪燕燕,等,基于弹性记忆事件触发安全通信的网络化系统DoS攻击抵御方法、系统、设备及存储介质,专利号:ZL202410207971.7,2024.
2.王震,刘洋,等,基于多稳态耦合神经网络动力学特性的图像储存方法及系统,专利号:ZL202410297572.4,2024.
3.王震,司新栋,等,基于符号有向图网络的通信中断下图像的秘钥生成方法及系统,专利号:ZL202410055617.7,2024.
(更多成果请参考:https://www.researchgate.net/profile/Zhen-Wang-114)
联系方式:
Email:wangzhen@sdust.edu.cn