Recovering node parameters and topologies of uncertain non-linearly coupled complex networks
文献类型：期刊论文
| 作者 | Wang, Xiong2; Gu, Haibo1,3,4; Chen, Yao5; Lu, Jinhu1,3,4 |
| 刊名 | IET CONTROL THEORY AND APPLICATIONS
 |
| 出版日期 | 2020 |
| 卷号 | 14期号:1页码:105-115 |
| 关键词 | complex networks uncertain systems synchronisation delays nonlinear control systems adaptive control topology node dynamics network topologies adaptive anticipatory synchronisation-based approaches unknown node parameters response network node delay node parameters uncertain nonlinearly coupled complex networks |
| ISSN号 | 1751-8644 |
| DOI | 10.1049/iet-cta.2018.5682 |
| 英文摘要 | Node dynamics and network topologies play vital roles in determining dynamical behaviours and features of complex networks. Thus it is of great theoretical significance and practical value to identify the node parameters and topologies of uncertain complex networks. This study presents adaptive anticipatory synchronisation-based approaches to identify the unknown node parameters and topologies of uncertain non-linearly coupled complex networks perturbed by stochastic noise. Moreover, during the identification process, the authors proposed scheme guarantees anticipatory synchronisation between the uncertain drive and constructed response network simultaneously. In particular, their methods can be used to recover node parameters and topologies of complex networks in several special cases, such as cases without node delay or coupling delay. Furthermore, numerical simulations are provided to verify the applicability and effectiveness of their methods for recovering node parameters and topologies of uncertain non-linearly coupled complex networks. |
| 资助项目 | National Key Research and Development Program of China[2016YFB0800401] ; National Natural Science Foundation of China[61621003] ; National Natural Science Foundation of China[61532020] |
| WOS研究方向 | Automation & Control Systems ; Engineering ; Instruments & Instrumentation |
| 语种 | 英语 |
| WOS记录号 | WOS:000505200300011 |
| 出版者 | INST ENGINEERING TECHNOLOGY-IET |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/50439]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Wang, Xiong |
| 作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Northwest Univ, Sch Math, Xian 710127, Shaanxi, Peoples R China 3.Beihang Univ, Sch Automat Sci & Elect Engn, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China 4.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Machine, Beijing 100191, Peoples R China 5.Southwestern Univ Finance & Econ, Dept Comp Sci, Chengdu 611130, Sichuan, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Xiong,Gu, Haibo,Chen, Yao,et al. Recovering node parameters and topologies of uncertain non-linearly coupled complex networks[J]. IET CONTROL THEORY AND APPLICATIONS,2020,14(1):105-115. |
| APA | Wang, Xiong,Gu, Haibo,Chen, Yao,&Lu, Jinhu.(2020).Recovering node parameters and topologies of uncertain non-linearly coupled complex networks.IET CONTROL THEORY AND APPLICATIONS,14(1),105-115. |
| MLA | Wang, Xiong,et al."Recovering node parameters and topologies of uncertain non-linearly coupled complex networks".IET CONTROL THEORY AND APPLICATIONS 14.1(2020):105-115. |
入库方式： OAI收割
来源：数学与系统科学研究院
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