Title :
Event-based consensus with relative state measurements
Author :
Wang Yilin ; Yu Shuanghe ; Long Xiaojun ; Jin Lina
Author_Institution :
Sch. of Inf. Sci. & Technol., Dalian Maritime Univ., Dalian, China
Abstract :
In this paper, the event-triggered consensus problem of multi-agent systems (MAS) is considered when only the relative state measurements are available. Some beneficial spectral properties of edge Laplacian matrix are first investigated for a connected undirected graph topology, then the event-triggered consensus problems are respectively formulated for the double integrator MAS under the edge dynamics. In particular, the distributed events depending on the edge state measurement errors with respect to the last triggered values are properly defined to achieve global asymptotic consensus in the Lyapunov sense. Furthermore, the positive lower bounds for inter-event times are derived to guarantee the absence of Zeno behavior. Compared with the existing works mainly on agent dynamics, less communication efforts and controller updates are needed for similar performance and the estimation of inter-event time is less conservative. Finally, simulation results are provided to demonstrate the effectiveness of the proposed approach.
Keywords :
control system analysis; graph theory; matrix algebra; multi-agent systems; topology; MAS; Zeno behavior; connected undirected graph topology; double integrator MAS; edge Laplacian matrix; edge dynamics; event-based consensus; event-triggered consensus problem; global asymptotic consensus; interevent time; multiagent systems; relative state measurements; spectral properties; Eigenvalues and eigenfunctions; Laplace equations; Matrix decomposition; Protocols; Receivers; Vectors; Vehicle dynamics; Multi-agent; Zeno behavior; consensus; event-triggered; relative state;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896885