Title :
Second-Order Consensus for Multiagent Systems With Directed Topologies and Nonlinear Dynamics
Author :
Yu, Wenwu ; Chen, Guanrong ; Cao, Ming ; Kurths, Jürgen
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, China
fDate :
6/1/2010 12:00:00 AM
Abstract :
This paper considers a second-order consensus problem for multiagent systems with nonlinear dynamics and directed topologies where each agent is governed by both position and velocity consensus terms with a time-varying asymptotic velocity. To describe the system´s ability for reaching consensus, a new concept about the generalized algebraic connectivity is defined for strongly connected networks and then extended to the strongly connected components of the directed network containing a spanning tree. Some sufficient conditions are derived for reaching second-order consensus in multiagent systems with nonlinear dynamics based on algebraic graph theory, matrix theory, and Lyapunov control approach. Finally, simulation examples are given to verify the theoretical analysis.
Keywords :
Lyapunov methods; matrix algebra; mobile robots; multi-agent systems; nonlinear dynamical systems; trees (mathematics); Lyapunov control approach; algebraic graph theory; directed topologies; generalized algebraic connectivity; matrix theory; multiagent systems; nonlinear dynamics; position-velocity consensus; second-order consensus; Algebraic connectivity; directed spanning tree; multiagent system; second-order consensus; strongly connected network; Algorithms; Artificial Intelligence; Computer Simulation; Decision Support Techniques; Models, Theoretical; Nonlinear Dynamics;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2009.2031624