Synchronization of hybrid switching diffusions delayed networks via stochastic event-triggered control

被引：25
作者：
Zhou, Hui [1 ]
Li, Shufan [1 ]
Zhang, Chunmei [2 ]
机构：
[1] Harbin Inst Technol Weihai, Dept Math, Weihai 264209, Peoples R China
[2] Southwest Jiaotong Univ, Sch Math, Chengdu, Peoples R China
来源：
NEURAL NETWORKS | 2023年 / 159卷
关键词：
Event -triggered control; Synchronization; Hybrid switching diffusions; Time delays; Stochastic sequence; TIME; STABILIZATION;
D O I：
10.1016/j.neunet.2022.11.034
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, the synchronization problem of stochastic complex networks with time delays and hybrid switching diffusions (SCNTH) is concerned based on event-triggered control. Therein, a new class of event-triggered function is proposed for the control design. Particularly, different from the existing work, the triggered instant generated by event-triggered control in this paper is a stochastic sequence instead of a number sequence to be more realistic for stochastic systems, which is a breakthrough. Furthermore, some sufficient conditions are derived to guarantee asymptotical synchronization in mean square, exponential synchronization in mean square and almost surely exponential synchronization of SCNTH based on sampled-data control, event-driven control theory and stability analysis. Meanwhile, the Zeno phenomenon can be avoided. Then, the synchronization of single-link robot arms is investigated in detail as a practical application of the obtained results. Ultimately, a numerical example is given for demonstration.(c) 2022 Elsevier Ltd. All rights reserved.
引用
收藏
页码：1 / 13
页数：13
相关论文
共 45 条
[1]   Static Output Feedback Quantized Control for Fuzzy Markovian Switching Singularly Perturbed Systems With Deception Attacks [J].
Cheng, Jun ;
Wang, Yueying ;
Park, Ju H. ;
Cao, Jinde ;
Shi, Kaibo .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (04) :1036-1047
[2]   Bipartite leader-following synchronization of fractional-order delayed multilayer signed networks by adaptive and impulsive controllers [J].
Guo, Ying ;
Li, Yuze .
APPLIED MATHEMATICS AND COMPUTATION, 2022, 430
[3]   Input-to-State Stabilization of Semilinear Systems via Aperiodically Intermittent Event-Triggered Control [J].
Guo, Ying ;
Duan, Mengyuan ;
Wang, Pengfei .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2022, 9 (02) :731-741
[4]  
Heemels WPMH, 2012, IEEE DECIS CONTR P, P3270, DOI 10.1109/CDC.2012.6425820
[5]   Synchronization of complex-valued dynamic networks with intermittently adaptive coupling: A direct error method [J].
Hu, Cheng ;
He, Haibo ;
Jiang, Haijun .
AUTOMATICA, 2020, 112
[6]   Impulsive Synchronization of Unbounded Delayed Inertial Neural Networks With Actuator Saturation and Sampled-Data Control and its Application to Image Encryption [J].
Li, Hongfei ;
Li, Chuandong ;
Ouyang, Deqiang ;
Nguang, Sing Kiong .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (04) :1460-1473
[7]   H∞ Exponential Synchronization of Complex Networks: Aperiodic Sampled-Data-Based Event-Triggered Control [J].
Li, Jiarong ;
Jiang, Haijun ;
Wang, Jinling ;
Hu, Cheng ;
Zhang, Guoliang .
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (08) :7968-7980
[8]   Global-stability problem for coupled systems of differential equations on networks [J].
Li, Michael Y. ;
Shuai, Zhisheng .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2010, 248 (01) :1-20
[9]   Adaptive Fuzzy Event-Triggered Command-Filtered Control for Nonlinear Time-Delay Systems [J].
Li, Min ;
Li, Shi ;
Ahn, Choon Ki ;
Xiang, Zhengrong .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (04) :1025-1035
[10]   New criteria of almost sure exponential stability and instability of nonlinear stochastic systems with a generalization to stochastic coupled systems [J].
Li, Sen ;
Lv, Congying ;
Ding, Xiaohua .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2022, 110
12345