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Module-phase synchronization of fractional-order complex chaotic systems based on RBF neural network and sliding mode control | |
Nian, Fuzhong; Liu, Xinmeng; Zhang, Yaqiong; Yu, Xuelong | |
2020-03-20 | |
发表期刊 | INTERNATIONAL JOURNAL OF MODERN PHYSICS B |
ISSN | 0217-9792 |
卷号 | 34期号:7 |
摘要 | Combined with RBF neural network and sliding mode control, the synchronization between drive system and response system was achieved in module space and phase space, respectively (module-phase synchronization). The RBF neural network is used to estimate the unknown nonlinear function in the system. The module-phase synchronization of two fractional-order complex chaotic systems is implemented by the Lyapunov stability theory of fractional-order systems. Numerical simulations are provided to show the effectiveness of the analytical results. |
关键词 | RBF neural network sliding mode control fractional-order complex chaotic systems synchronization |
DOI | 10.1142/S0217979220500502 |
收录类别 | SCI ; SCIE |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[61263019][61863025] ; Program for International ST Cooperation Projects of Gansu province[144WCGA166] |
WOS研究方向 | Physics |
WOS类目 | Physics, Applied ; Physics, Condensed Matter ; Physics, Mathematical |
WOS记录号 | WOS:000524237000008 |
出版者 | WORLD SCIENTIFIC PUBL CO PTE LTD |
来源库 | WOS |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/64283 |
专题 | 计算机与通信学院 |
通讯作者 | Nian, Fuzhong |
作者单位 | Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China |
第一作者单位 | 兰州理工大学 |
通讯作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Nian, Fuzhong,Liu, Xinmeng,Zhang, Yaqiong,et al. Module-phase synchronization of fractional-order complex chaotic systems based on RBF neural network and sliding mode control[J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS B,2020,34(7). |
APA | Nian, Fuzhong,Liu, Xinmeng,Zhang, Yaqiong,&Yu, Xuelong.(2020).Module-phase synchronization of fractional-order complex chaotic systems based on RBF neural network and sliding mode control.INTERNATIONAL JOURNAL OF MODERN PHYSICS B,34(7). |
MLA | Nian, Fuzhong,et al."Module-phase synchronization of fractional-order complex chaotic systems based on RBF neural network and sliding mode control".INTERNATIONAL JOURNAL OF MODERN PHYSICS B 34.7(2020). |
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Nian-2020-Module-pha(539KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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