Title :
Bounded consensus in multi-agent systems of asymmetrically coupled nonidentical agents
Author :
Lei Wang ; Song-lin Yan ; Qing-Guo Wang
Author_Institution :
Dept. of Syst. & Control, Beihang Univ. (BUAA), Beijing, China
Abstract :
This paper investigates consensus problems of multiagent systems with asymmetrically coupled nonidentical agents in the sense of boundedness. By employing a Lyapunov function associated with the left eigenvector of the Laplacian matrix corresponding to eigenvalue zero and some graph theory, we derive a sufficient condition of global bounded consensus in form of several scalar inequalities. A distributed consensus protocol is then designed by solving a few of lower dimensional linear matrix inequalities. The presented framework for designing protocols is quite simple and of small conservation, without assuming the condition of node balance or calculating the eigenvalues of Laplacian matrix, which can be effectively used to design consensus protocols of various weighted and directed networks.
Keywords :
Laplace equations; Lyapunov methods; eigenvalues and eigenfunctions; graph theory; linear matrix inequalities; multi-agent systems; Laplacian matrix; Lyapunov function; asymmetrically coupled nonidentical agent; boundedness; consensus problem; directed network; distributed consensus protocol; eigenvalue zero; eigenvector; global bounded consensus; graph theory; linear matrix inequalities; multiagent system; node balance; scalar inequalities; weighted network; Eigenvalues and eigenfunctions; Laplace equations; Linear matrix inequalities; Lyapunov methods; Multi-agent systems; Protocols; Topology;
Conference_Titel :
Control and Automation (ICCA), 2013 10th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-4707-5
DOI :
10.1109/ICCA.2013.6565022