Coordinating construction by a distributed multi-robot system
Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science.
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This thesis presents a decentralized algorithm for the coordinated assembly of 3D objects that consist of multiple types of parts, using a networked team of robots. We describe the algorithm and analyze its stability and adaptation properties. We partition construction in two tasks, tool delivery and assembly. Each task is performed by a networked team of specialized robots. We analyze the performance of the algorithms using the balls into bins problem, and show their adaptation to failure of robots, dynamic constraints, multiple types of elements and reconfiguration. We instantiate the algorithm to building truss-like objects using rods and connectors. The algorithm has been implemented in simulation and results for constructing 2D and 3D parts are shown. Finally, we describe hardware implementation of the algorithms where mobile manipulators assemble smarts parts with IR beacons.
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2010.Cataloged from PDF version of thesis.Includes bibliographical references (p. 147-156).
DepartmentMassachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science.; Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Massachusetts Institute of Technology
Electrical Engineering and Computer Science.