M-Matrix Strategies for Pinning-Controlled Leader-Following Consensus in Multiagent Systems With Nonlinear Dynamics

被引:228
作者
Song, Qiang [1 ]
Liu, Fang [2 ]
Cao, Jinde [3 ]
Yu, Wenwu [3 ,4 ]
机构
[1] Hangzhou Dianzi Univ, Sch Elect & Informat, Hangzhou 310018, Zhejiang, Peoples R China
[2] Huanghuai Univ, Sch Informat Engn, Henan 463000, Peoples R China
[3] Southeast Univ, Dept Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
[4] RMIT Univ, Sch Elect & Comp Engn, Melbourne, Vic 3001, Australia
基金
美国国家科学基金会; 高等学校博士学科点专项科研基金;
关键词
Directed spanning tree; leader-following consensus; M-matrix; multiagent system; pinning control; COUPLED HARMONIC-OSCILLATORS; COMPLEX NETWORKS; AGENTS; SYNCHRONIZATION; SEEKING;
D O I
10.1109/TSMCB.2012.2227723
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers the leader-following consensus problem for multiagent systems with inherent nonlinear dynamics. Some M-matrix strategies are developed to address several challenging issues in the pinning control of multiagent systems by using algebraic graph theory and the properties of nonnegative matrices. It is shown that second-order leader-following consensus in a nonlinear multiagent system can be reached if the virtual leader has a directed path to every follower and a derived quantity is greater than a positive threshold. In particular, this paper analytically proves that leader-following consensus may be easier to be achieved by pinning more agents or increasing the pinning feedback gains. A selective pinning scheme is then proposed for nonlinear multiagent systems with directed network topologies. Numerical results are given to verify the theoretical analysis.
引用
收藏
页码:1688 / 1697
页数:10
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