Event-triggered stabilization of delayed complex-valued neural networks via reachable set estimation

被引：1

作者：

Rajarathinam, Vadivel ^{[1
]}

Unyong, Bundit ^{[1
]}

机构：

[1] Phuket Rajabhat Univ, Dept Math, Fac Sci & Technol, Phuket 8300, Thailand

来源：

2022 37TH INTERNATIONAL TECHNICAL CONFERENCE ON CIRCUITS/SYSTEMS, COMPUTERS AND COMMUNICATIONS (ITC-CSCC 2022) | 2022年

关键词：

Synchronization; Event-triggered; Neural networks; Lyapunov function; SYSTEMS;

D O I：

10.1109/ITC-CSCC55581.2022.9894857

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper deals with the synchronization problem of delayed complex-valued neural networks (CVNNs) via event-triggered (ET) approach and reachable set approach. Our target is to find an ellipsoid that contains the state trajectory of the system as small as possible in the presence of control. In addition, using the Lyapunov function and inequality approaches, some novel necessary conditions for synchronizing CVNNs under the ET scheme are suggested. An example is presented at the finish of the paper to highlight the feasibility and validity of the proposed techniques and criteria.

引用

页码：567 / 570

页数：4

共 10 条

[1] Decentralised event-triggered impulsive synchronisation for semi-Markovian jump delayed neural networks with leakage delay and randomly occurring uncertainties [J].

Ali, M. Syed ;

Vadivel, R. ;

Kwon, O. M. .

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (08) :1636-1660

[2] On reachable sets for linear systems with delay and bounded peak inputs [J].

Fridman, E ;

Shaked, U .

AUTOMATICA, 2003, 39 (11) :2005-2010

[3] Stability analysis for uncertain switched delayed complex-valued neural networks [J].

Gunasekaran, Nallappan ;

Zhai, Guisheng .

NEUROCOMPUTING, 2019, 367 :198-206

[4] Extended dissipative analysis and synthesis for network control systems with an event-triggered scheme [J].

Li, Meiyu ;

Zhao, Jianli ;

Xia, Jianwei ;

Zhuang, Guangming ;

Zhang, Weihai .

NEUROCOMPUTING, 2018, 312 :34-40

[5] Reachable set estimation for Markovian jump neural networks with time-varying delay [J].

Lin, Wen-Juan ;

He, Yong ;

Wu, Min ;

Liu, Qingping .

NEURAL NETWORKS, 2018, 108 :527-532

[6] Decentralized event-triggered synchronization of uncertain Markovian jumping neutral-type neural networks with mixed delays [J].

Senan, Sibel ;

Ali, M. Syed ;

Vadivel, R. ;

Arik, Sabri .

NEURAL NETWORKS, 2017, 86 :32-41

[7] Event-based master-slave synchronization of complex-valued neural networks via pinning impulsive control [J].

Shen, Yuan ;

Liu, Xinzhi .

NEURAL NETWORKS, 2022, 145 :374-385

[8] Event-Triggered L2-L∞ Filtering for Network-Based Neutral Systems With Time-Varying Delays via T-S Fuzzy Approach [J].

Vadivel, R. ;

Suresh, R. ;

Hammachukiattikul, Porpattama ;

Unyong, Bundit ;

Gunasekaran, Nallappan .

IEEE ACCESS, 2021, 9 :145133-145147

[9] Synchronization and anti-synchronization for complex-valued inertial neural networks with time-varying delays [J].

Wei, Xiaofeng ;

Zhang, Ziye ;

Lin, Chong ;

Chen, Jian .

APPLIED MATHEMATICS AND COMPUTATION, 2021, 403

[10] Reachable set synthesis for singular systems with time-varying delay via the adaptive event-triggered scheme [J].

Zhang, Liang ;

Cao, Yuning ;

Feng, Zhiguang ;

Zhao, Ning .

JOURNAL OF THE FRANKLIN INSTITUTE, 2022, 359 (02) :1503-1521

← 1 →