Pinning Consensus in Networks of Multiagents via a Single Impulsive Controller

被引:104
作者
Liu, Bo [1 ,2 ]
Lu, Wenlian [3 ,4 ]
Chen, Tianping [5 ]
机构
[1] Fudan Univ, Sch Math Sci, Shanghai 200433, Peoples R China
[2] Univ Tokyo, Inst Ind Sci, Tokyo 1538505, Japan
[3] Fudan Univ, Ctr Computat Syst Biol, Sch Math Sci, Shanghai 200433, Peoples R China
[4] Fudan Univ, Lab Math Nonlinear Sci, Sch Math Sci, Shanghai 200433, Peoples R China
[5] Fudan Univ, Lab Math Nonlinear Sci, Sch Comp Math Sci, Shanghai 200433, Peoples R China
关键词
Consensus; impulsive pinning control; multiagent systems; synchronization; COMPLEX DYNAMICAL NETWORKS; NEURAL-NETWORKS; SYNCHRONIZATION; SYSTEMS; PRINCIPAL; ALGORITHM;
D O I
10.1109/TNNLS.2013.2247059
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we discuss pinning consensus in networks of multiagents via impulsive controllers. In particular, we consider the case of using only one impulsive controller. We provide a sufficient condition to pin the network to a prescribed value. It is rigorously proven that in case the underlying graph of the network has spanning trees, the network can reach consensus on the prescribed value when the impulsive controller is imposed on the root with appropriate impulsive strength and impulse intervals. Interestingly, we find that the permissible range of the impulsive strength completely depends on the left eigenvector of the graph Laplacian corresponding to the zero eigenvalue and the pinning node we choose. The impulses can be very sparse, with the impulsive intervals being lower bounded. Examples with numerical simulations are also provided to illustrate the theoretical results.
引用
收藏
页码:1141 / 1149
页数:9
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