Title :
Synchronization of a group of mobile agents with supercritical connectivity radius and large population
Author :
Chen Ge ; Liu Zhixin ; Guo Lei
Author_Institution :
Key Lab. of Syst. & Control, Acad. of Math. & Syst. Sci., Beijing, China
Abstract :
This paper investigates the synchronization behavior of a class of mobile agents based on the Vicsek´s model. It is well-known that the connectivity of the dynamical neighbor graphs is important for synchronization of the model, but such a connectivity is defined by the system trajectories, which, in turn, are determined by the model parameters and the initial configuration of all agents. We will carry out our analysis under the assumptions that all agents are independently and uniformly distributed in [0, 1]2 at the initial time, and that the interaction radius is taken as the supercritical connectivity radius O(√log n/n). By estimating the spectral gap of the average matrix of the initial neighbor graph with the supercritical connectivity radius, we will establish the synchronization condition, which is imposed on the moving speed of the agents only.
Keywords :
graph theory; mobile agents; multi-agent systems; network theory (graphs); synchronisation; Vicseks model; dynamical neighbor graph; interaction radius; mobile agent; spectral gap; supercritical connectivity radius; system trajectory; Analytical models; Biological system modeling; Eigenvalues and eigenfunctions; Linear matrix inequalities; Multiagent systems; Symmetric matrices; Synchronization; Linearized Vicsek´S Model; Random Geometric Graph; Spectral Gap; Synchronization;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6