DocumentCode
3523387
Title
Consensus protocols for networked multiagent systems with relative position and neighboring velocity information
Author
De La Torre, Gerardo ; Yucelen, Tansel ; Johnson, Eric N.
Author_Institution
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
811
Lastpage
816
Abstract
The consensus problem appears frequently in the coordination of multiagent systems in science and engineering and involves the agreement of networked agents upon certain quantities of interest. In this paper, we focus on a new consensus protocol for networked multiagent systems. The proposed control protocol consists of a standard term capturing relative position information and a new term capturing neighboring velocity information. In particular, the addition of the latter term results in an increase of the rate of system convergence while maintaining a fixed graph structure and without increasing the maximum eigenvalue of the graph Laplacian. Furthermore, in certain cases, it is shown that the maximum singular value of the graph Laplacian is not increased. This departs from the traditional view that the Fiedler eigenvalue, a function of graph structure, governors the system´s rate of convergence. In addition, it is shown that a connected and undirected graph topology acts as a weighted complete graph topology with the addition of this latter term to a standard consensus protocol. A comparative numerical example is provided to demonstrate the advantages of this new consensus protocol.
Keywords
directed graphs; eigenvalues and eigenfunctions; multi-agent systems; network theory (graphs); networked control systems; Fiedler eigenvalue; consensus control protocols; fixed graph structure; graph Laplacian; maximum eigenvalue; neighboring velocity information; networked multiagent systems; system convergence rate; term capturing neighboring velocity information; term capturing relative position information; undirected graph topology; weighted complete graph topology; Protocols;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6759982
Filename
6759982
Link To Document