Title :
Consensus of second-order multi-agent systems via sampled control: undirected fixed topology case
Author :
Wang, Shuhui ; Xie, Donghui
Author_Institution :
Dept. of Math., Tianjin Univ., Tianjin, China
Abstract :
This article studies the average-consensus problem of second-order multi-agent sampled control system with time-varying sampling interval. The sampled control protocol is induced from continuous-time linear consensus protocol by using sampling technology and zero-order hold circuit. First, by the iterative method, the continuous-time multi-agent system can be equivalently transformed into a linear discrete-time system. Then, by algebraic graph theory and matrix theory, the authors analyse the convergence of the system and not only prove the existence of the scaling parameter and time-varying sampling interval but also give the approach of how to choose them. In their study, the eigenvalues of the corresponding Laplacian matrix play a key role in reaching consensus. Finally, an example is provided to illustrate the effectiveness of the theoretical results.
Keywords :
continuous time systems; discrete time systems; eigenvalues and eigenfunctions; graph theory; iterative methods; linear systems; matrix algebra; multi-agent systems; multi-robot systems; sampled data systems; time-varying systems; Laplacian matrix eigenvalues; algebraic graph theory; average-consensus problem; continuous-time linear consensus protocol; continuous-time multiagent system; iterative method; linear discrete-time system; matrix theory; sampled control protocol; sampling technology; second-order multiagent sampled control system; second-order multiagent system consensus; time-varying sampling interval; undirected fixed topology case; zero-order hold circuit;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2011.0282