Group Consensus Control in Uncertain Networked Euler-Lagrange Systems Based on Neural Network Strategy

被引:0
|
作者
Yu, Jinwei [1 ]
Liu, Jun [1 ,2 ]
Xiang, Lan [3 ]
Zhou, Jin [1 ]
机构
[1] Shanghai Univ, Shanghai Inst Appl Math & Mech, Shanghai 200072, Peoples R China
[2] Jining Univ, Dept Math, Qufu 273155, Shandong, Peoples R China
[3] Shanghai Univ, Sch Sci, Dept Phys, Shanghai 200444, Peoples R China
关键词
Group consensus; Networked Euler-Lagrange systems; Neural network; Stable analysis;
D O I
10.1007/978-3-662-48365-7_43
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the group consensus problem for a network consisting of Euler-Lagrange systems under directed topology with acyclic partition via neural network strategy. The neural network based controller achieves group consensus for uncertain networked Euler-Lagrange systems. By exploiting thoroughly the specific structure of the network topology, the stable analysis of the group consensus problem for such uncertain networked systems is also provided. Furthermore, a necessary and sufficient condition for ensuring that the systems reach group consensus is established. Finally, examples and simulations are given to show the effectiveness of the presented theoretical results.
引用
收藏
页码:427 / 434
页数:8
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