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Adaptive State Observer Design for Dynamic Links in Complex Dynamical Networks
Computational Intelligence and Neuroscience ( IF 3.120 ) Pub Date : 2020-10-27 , DOI: 10.1155/2020/8846438
Zilin Gao 1, 2 , Jiang Xiong 1, 2 , Jing Zhong 1, 2 , Fuming Liu 1, 2 , Qingshan Liu 3
Affiliation  

The state observer for dynamic links in complex dynamical networks (CDNs) is investigated by using the adaptive method whether the networks are undirected or directed. In this paper, a complete network model is proposed, which is composed of two coupled subsystems called nodes subsystem and links subsystem, respectively. Especially, for the links subsystem, associated with some assumptions, the state observer with parameter adaptive law is designed. Compared to the existing results about the state observer design of CDNs, the advantage of this method is that a estimation problem of dynamic links is solved in directed networks for the first time. Finally, the results obtained in this paper are demonstrated by performing a numerical example.

中文翻译:

复杂动态网络中动态链接的自适应状态观测器设计

通过使用自适应方法来研究复杂动态网络(CDN)中动态链接的状态观察器,无论网络是无向的还是有向的。本文提出了一个完整的网络模型,该模型由两个分别称为节点子系统和链接子系统的耦合子系统组成。特别是,对于链接子系统,结合一些假设,设计了具有参数自适应律的状态观测器。与关于CDN的状态观测器设计的现有结果相比,该方法的优点在于,首次解决了有向网络中动态链接的估计问题。最后,通过数值例子说明了本文获得的结果。
更新日期:2020-10-30
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