Module-phase synchronization of fractional-order complex chaotic systems based on RBF neural network and sliding mode control

doi:10.1142/S0217979220500502

IR > 计算机与通信学院

	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	被引频次：3[WOS] [WOS记录] [WOS相关记录]
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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