Cooperative Mobile Robots Using Fuzzy Algorithm

In recent years, lots of researches on autonomous mobile robot have been accomplished. However they focused on environment recognition and its processing to make a decision on the motion. And cooperative multy-robot, which must be able to avoid crash and to make mutual communication, has not been studied much. This paper deals whth cooperative motion of two robots, "Meari I" and "Meari 2" made in our laboratory, based on communication between the two. Because there is an interference on communication occurring in cooperative motion of multi-robot, many restrictive conditions are required. Therefore, lie have designed these robot system so that communication between them is available and mutual interference is precluded, and lie used fuzzy interference to overcome unstability of sensor data.

[1]  Michio Sugeno,et al.  Fuzzy Control of Model Car , 1985 .

[2]  Randall Davis,et al.  Frameworks for Cooperation in Distributed Problem Solving , 1988, IEEE Transactions on Systems, Man, and Cybernetics.

[3]  Charles W. Warren,et al.  Global path planning using artificial potential fields , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[4]  Shin'ichi Yuta,et al.  Consideration on the cooperation of multiple autonomous mobile robots , 1990, EEE International Workshop on Intelligent Robots and Systems, Towards a New Frontier of Applications.

[5]  Jin-Oh Kim,et al.  Framework for Task Based Design of Robot Manipulators , 1992 .

[6]  Raja Chatila,et al.  Open architecture design and inter-task/inter module communication for an autonomous mobile robot , 1990, EEE International Workshop on Intelligent Robots and Systems, Towards a New Frontier of Applications.

[7]  Sang Bae Lee,et al.  A Study on Navigation of Mobile Robot based on Fuzzy Theory , 1991 .

[8]  Yoram Koren,et al.  Potential field methods and their inherent limitations for mobile robot navigation , 1991, Proceedings. 1991 IEEE International Conference on Robotics and Automation.

[9]  James L. Crowley,et al.  Navigation for an intelligent mobile robot , 1985, IEEE J. Robotics Autom..

[10]  Nak Yong Ko,et al.  A Robot Motion Planning Method for Time-Varying obstacle avoidance , 1992 .

[11]  Hajime Asama,et al.  Collision avoidance among multiple mobile robots based on rules and communication , 1991, Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91.

[12]  Reid G. Smith,et al.  A Framework for Distributed Problem Solving , 1979, IJCAI.

[13]  Tomás Lozano-Pérez,et al.  An algorithm for planning collision-free paths among polyhedral obstacles , 1979, CACM.