Passivity Analysis and Pinning Control of Multi-Weighted Complex Dynamical Networks

被引：73

作者：

Wang, Jin-Liang ^{[1
,2
]}

Xu, Meng ^{[1
]}

Wu, Huai-Ning ^{[3
]}

Huang, Tingwen ^{[4
]}

机构：

[1] Tianjin Polytech Univ, Sch Comp Sci & Software Engn, Tianjin 300387, Peoples R China

[2] Tianjin Polytech Univ, Tianjin Key Lab Optoelect Detect Technol & Syst, Tianjin 300387, Peoples R China

[3] Beihang Univ, Sch Automat Sci & Elect Engn, Sci & Technol Aircraft Control Lab, Beijing 100191, Peoples R China

[4] Texas A&M Univ Qatar, Doha 23874, Qatar

来源：

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING | 2019年 / 6卷 / 01期

基金：

中国国家自然科学基金;

关键词：

Passivity; pinning control; complex networks; multi-weights; synchronization; DIFFUSION NEURAL-NETWORKS; ADAPTIVE-CONTROL; SYNCHRONIZATION; DISCRETE; DELAYS;

D O I：

10.1109/TNSE.2017.2771267

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

A multi-weighted network model with different dimensions of output and input vectors is studied in this paper. First, we analyze the passivity of the proposed network model by employing some inequality techniques and Lyapunov functional method, and give a synchronization condition for output-strictly passive complex dynamical network with multi-weights (CDNMWs). Furthermore, by using pinning adaptive strategies to control a small portion of nodes or edges, some sufficient conditions for ensuring passivity of CD-NMWs are presented. In addition, when CDNMWs under the designed pinning adaptive control strategies are output-strictly passive, two synchronization criteria are also established. Finally, two examples are given to show the validity of the obtained results.

引用

页码：60 / 73

页数：14

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