KMS Of Academy of mathematics and systems sciences, CAS
| A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems | |
| Gu, Haibo1,2; Wang, Xiong3; Liu, Kexin4,5; Lu, Jinhu4,5 | |
| 2021-05-01 | |
| Source Publication | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
 |
| ISSN | 2168-2216 |
| Volume | 51Issue:5Pages:2676-2686 |
| Abstract | Over the course of the past two decades, a great deal of researchers has investigated synchronization of networked systems with determined node dynamics. However, in many realistic situations, noise is inevitable in man-made and naturally occurring networked systems. Therefore, dynamical networked systems with stochastic perturbations have gained substantial attention and have been extensively studied both in theoretical research and in practical applications. The primary goal of this paper is focused on the novel synchronization protocol design problem of nonlinear stochastic dynamical networked systems. Sufficient conditions are given to select protocol parameters. By employing stochastic analysis techniques and selecting appropriate Lyapunov functions, we proved that global synchronization of nonlinear stochastic dynamical networked systems can be reached in mean square. Numerical examples are depicted to demonstrate the efficiency of the theoretical results. |
| Keyword | Synchronization Protocols Stochastic processes Artificial neural networks Adaptive systems Perturbation methods Complex dynamical network Lyapunov function networked system stochastic perturbation synchronization |
| DOI | 10.1109/TSMC.2019.2916001 |
| Indexed By | SCI |
| Language | 英语 |
| Funding Project | National Key Research and Development Program of China[2016YFB0800401] ; National Natural Science Foundation of China[61621003] ; National Natural Science Foundation of China[61532020] ; National Natural Science Foundation of China[61472027] |
| WOS Research Area | Automation & Control Systems ; Computer Science |
| WOS Subject | Automation & Control Systems ; Computer Science, Cybernetics |
| WOS ID | WOS:000640749000004 |
| Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/58476 |
| Collection | 中国科学院数学与系统科学研究院 |
| Corresponding Author | Lu, Jinhu |
| Affiliation | 1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China 3.Northwest Univ, Sch Math, Xian 710127, Peoples R China 4.Beihang Univ, Sch Automat Sci & Elect Engn, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China 5.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Machine, Beijing 100191, Peoples R China |
| Recommended Citation GB/T 7714 | Gu, Haibo,Wang, Xiong,Liu, Kexin,et al. A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2021,51(5):2676-2686. |
| APA | Gu, Haibo,Wang, Xiong,Liu, Kexin,&Lu, Jinhu.(2021).A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,51(5),2676-2686. |
| MLA | Gu, Haibo,et al."A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 51.5(2021):2676-2686. |
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