Finite-/Fixed-Time Synchronization of Memristor Chaotic Systems and Image Encryption Application

被引:90
|
作者
Wang, Leimin [1 ,2 ,3 ]
Jiang, Shan [1 ,2 ,3 ]
Ge, Ming-Feng [4 ]
Hu, Cheng [5 ]
Hu, Junhao [6 ]
机构
[1] China Univ Geosci, Sch Automat, Wuhan 430074, Peoples R China
[2] Hubei Key Lab Adv Control & Intelligent Automat C, Wuhan 430074, Peoples R China
[3] Minist Educ, Engn Res Ctr Intelligent Technol Geoexplorat, Wuhan 430074, Peoples R China
[4] China Univ Geosci, Sch Mech Engn & Elect Informat, Wuhan 430074, Peoples R China
[5] Xinjiang Univ, Coll Math & Syst Sci, Urumqi 830046, Peoples R China
[6] South Cent Univ Nationalities, Coll Math & Stat, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Synchronization; Encryption; Memristors; Chaotic communication; Sliding mode control; Integrated circuit modeling; Convergence; Memristor chaotic systems; finite-time synchronization; fixed-time synchronization; sliding-mode control; image encryption; NEURAL-NETWORKS; FUZZY CONTROL; DESIGN; CIRCUIT;
D O I
10.1109/TCSI.2021.3121555
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
In this paper, a unified framework is proposed to address the synchronization problem of memristor chaotic systems (MCSs) via the sliding-mode control method. By employing the presented unified framework, the finite-time and fixed-time synchronization of MCSs can be realized simultaneously. On the one hand, based on the Lyapunov stability and sliding-mode control theories, the finite-/fixed-time synchronization results are obtained. It is proved that the trajectories of error states come near and get to the designed sliding-mode surface, stay on it accordingly and approach the origin in a finite/fixed time. On the other hand, we develop an image encryption algorithm as well as its implementation process to show the application of the synchronization. Finally, the theoretical results and the corresponding image encryption application are carried out by numerical simulations and statistical performances.
引用
收藏
页码:4957 / 4969
页数:13
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