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
Source PublicationINTERNATIONAL JOURNAL OF MODERN PHYSICS B
ISSN0217-9792
Volume34Issue:7
AbstractCombined 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.
KeywordRBF neural network sliding mode control fractional-order complex chaotic systems synchronization
DOI10.1142/S0217979220500502
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[61263019][61863025] ; Program for International ST Cooperation Projects of Gansu province[144WCGA166]
WOS Research AreaPhysics
WOS SubjectPhysics, Applied ; Physics, Condensed Matter ; Physics, Mathematical
WOS IDWOS:000524237000008
PublisherWORLD SCIENTIFIC PUBL CO PTE LTD
Document Type期刊论文
Identifierhttp://ir.lut.edu.cn/handle/2XXMBERH/64283
Collection计算机与通信学院
Corresponding AuthorNian, Fuzhong
AffiliationLanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
First Author AffilicationLanzhou University of Technology
Corresponding Author AffilicationLanzhou University of Technology
First Signature AffilicationLanzhou University of Technology
Recommended Citation
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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