Title :
Traffic in cooperative consensus behavior of swarm robots
Author :
Li, Cheng-feng ; Liu, Zong-chun ; Tian, Yan-tao
Author_Institution :
Sch. of Commun. Eng., Jilin Univ., Changchun, China
Abstract :
The problem of traffic redundancy in the cooperative and consistent behavior of swarm robots system is studied in this paper. Based on the existing flocking model and distributed controller with local interaction, the optimum communication frequency of swarm system is obtained by using particle swarm optimization. To further reduce the traffic among individuals two different methods to design evaluation value of the swarm´s state are adopted, and then the communication frequencies are different with varying evaluation value. Simulation results show that the reduction of redundant communications system does not affect the cooperative consensus of swarm and the proposed communication strategies are effective.
Keywords :
cooperative communication; cooperative systems; distributed control; multi-robot systems; particle swarm optimisation; telecommunication congestion control; consistent behavior; cooperative consensus behavior; distributed controller; flocking model; local interaction; optimum communication frequency; particle swarm optimization; redundant communication system; swarm robot system; traffic redundancy; varying evaluation value; Cybernetics; Frequency control; Machine learning; Particle swarm optimization; Periodic structures; Potential energy; Robots; Swarm robots; communication traffic; cooperative consistent; particle swarm optimization;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4577-0305-8
DOI :
10.1109/ICMLC.2011.6016857