Title :
A common reference object concept to cooperative transportation
Author :
Yang, Xin ; Watanabe, Keigo ; Izumi, Kiyotaka ; Kiguchi, Kazuo
Author_Institution :
Dept. of Production Control Technol., Saga Univ., Japan
Abstract :
A concept called "common reference object" is proposed for cooperative transportation and decentralized system consisting of multiple noholonomic mobile robots is constructed to demonstrate the present concept. In this system, one agent acts as the leader, which is able to plan and manipulate the omnidirectional motion of the object. Other agents referred to, as followers are equipped with compliance arms and cooperatively transport the object by keeping a constant position relative to the object. During transportation operation, the leader robot can not only plan the motion of the object but also broadcast the local velocity of the object to other agents. Then, each follower receives such information and generates its own velocity in the local coordinate using a mapping process. In this paper, neural network (NN) and genetic algorithm (GA) are tested in identifying the mapping process. Simulation results show a good performance of the present system.
Keywords :
decentralised control; genetic algorithms; manipulator kinematics; materials handling; mobile robots; motion control; multi-agent systems; multi-robot systems; multivariable control systems; neurocontrollers; parameter estimation; radial basis function networks; common reference object; cooperative transportation; decentralized system; genetic algorithm; mapping process; neural network; noholonomic mobile robots; omnidirectional motion; Centralized control; Control engineering; Mobile robots; Motion control; Neural networks; Production control; Robot kinematics; Robot sensing systems; Systems engineering and theory; Transportation;
Conference_Titel :
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
Print_ISBN :
0-7803-7736-2
DOI :
10.1109/ROBOT.2003.1241646