Residential College | false |
Status | 已發表Published |
Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control | |
Zhang, Yanlin1; Yang, Liqiao2; Kou, Kit Ian1; Liu, Yang3 | |
2024-07-19 | |
Source Publication | Knowledge-Based Systems |
ISSN | 0950-7051 |
Volume | 296Pages:111953 |
Abstract | The finite-time synchronization and impulsive synchronization of fractional-order quaternion-valued neural networks (FOQVNNs) with delay are investigated in this research. To begin, instead of employing a decomposition method, a Lyapunov direct approach is proposed to achieve the finite-time synchronization of FOQVNNs using event-triggered control based on state errors. The settling time is then estimated using a unique fractional differential inequality. The event-triggered impulsive controller, which updates only during triggering instants, is proposed to be more inexpensive and efficient. Then, utilizing fractional Lyapunov theory and the comparison principle, several novel quaternion-valued linear matrix inequalities criteria are defined to assure the impulsive synchronization of the delayed FOQVNNs. Furthermore, the positive lower bound of the inter-event time is obtained to exclude the Zeno behavior. As proof of the feasibility and validity of these theoretical findings obtained, numerical examples are provided. At last, the use of the event-triggered control technique for FOQVNNs in image encryption and decryption is demonstrated and validated. |
Keyword | Event-triggered Impulsive Control Finite-time Synchronization Fractional-order Quaternion-valued Neural Networks Image Encryption And Decryption Quaternion-valued Linear Matrix Inequalities |
DOI | 10.1016/j.knosys.2024.111953 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence |
WOS ID | WOS:001248680500003 |
Publisher | ELSEVIER, RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS |
Scopus ID | 2-s2.0-85193974688 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF MATHEMATICS |
Corresponding Author | Kou, Kit Ian |
Affiliation | 1.Department of Mathematics, Faculty of Science and Technology, University of Macau, 999078, China 2.School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, 611130, China 3.College of Mathematics and Computer Science, Zhejiang Normal University, Jinhua, 321004, China |
First Author Affilication | Faculty of Science and Technology |
Corresponding Author Affilication | Faculty of Science and Technology |
Recommended Citation GB/T 7714 | Zhang, Yanlin,Yang, Liqiao,Kou, Kit Ian,et al. Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control[J]. Knowledge-Based Systems, 2024, 296, 111953. |
APA | Zhang, Yanlin., Yang, Liqiao., Kou, Kit Ian., & Liu, Yang (2024). Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control. Knowledge-Based Systems, 296, 111953. |
MLA | Zhang, Yanlin,et al."Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control".Knowledge-Based Systems 296(2024):111953. |
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