Title :
Research on coordination of multi-robots system based on swarm intelligence
Author :
Zhang, Rubo ; Wang, Zuowei ; Xiong, Jiang
Author_Institution :
Coll. of Comput. Sci. & Technol., Harbin Eng. Univ.
Abstract :
SI (swarm intelligence) is a new method for solving the distributed problem. It is based on the study about the sociality of some insects by researchers. SI emphasizes the distribution, the direct or indirect communication, the flexibility and the robustness. SI is mostly applied in optimization algorithm, network communication and robot system. In this paper, SI is applied to the cooperation and the coordination of multi-robots system. The purpose is to emerge group motion and swarm intelligence for the arbitrary amount of robots, which are randomly distributed in the environment full of obstacles, with local sense and mutual interaction among robots. Each robot only has five simple behaviors, namely disturb_robot, avoid_robot, avoid_obstacle, velocity_ matching and flock_centering. The validity of the method is verified by simulation
Keywords :
artificial intelligence; collision avoidance; multi-robot systems; avoid obstacle behavior; avoid robot behavior; distributed problem; disturb robot behavior; flock centering behavior; group robot motion; multirobots system cooperation; multirobots system coordination; swarm intelligence; velocity matching behavior; Centralized control; Control systems; Insects; Intelligent robots; Multirobot systems; Particle swarm optimization; Robot control; Robot kinematics; Robot programming; Robot sensing systems; Swarm intelligence.; multi-robots system;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.253914