Title :
Effect of grouping in local communication system of multiple mobile robots
Author :
Yoshida, Eiichi ; Arai, Tamio ; Ota, Jun ; Miki, Tomoyoshi
Author_Institution :
Dept. of Precision Machinery Eng., Tokyo Univ., Japan
Abstract :
For the cooperation in a large system with many mobile robots, local communication system is considered appropriate in terms of the cost and capacity of communication. The behavior of robots has a respectable effect on the efficiency of communication in such a local communication system and it is essential to know what kind of behavior robots should take to realize efficient information transmission for cooperative tasks. We introduce a simple group behavior for the purpose of improving the communication efficiency. This paper analyses the effect of group behavior on the communication performance, and derives differential equations describing information diffusion among robot groups. The optimal group size to transmit information to a desired number of robots is obtained front these equations. The effectiveness of the analysis is verified by computer simulation. We also show a self-organization algorithm for group forming designed for local communication system
Keywords :
cooperative systems; data communication; differential equations; information theory; mobile robots; sensor fusion; cooperative tasks; differential equations; group forming; information diffusion; information transmission; local communication system; multiple mobile robots; robot groups; self-organization algorithm; Algorithm design and analysis; Collision avoidance; Computer simulation; Costs; Differential equations; Global communication; Machinery; Mobile robots; Surveillance; Transportation;
Conference_Titel :
Intelligent Robots and Systems '94. 'Advanced Robotic Systems and the Real World', IROS '94. Proceedings of the IEEE/RSJ/GI International Conference on
Conference_Location :
Munich
Print_ISBN :
0-7803-1933-8
DOI :
10.1109/IROS.1994.407546