Title :
Adaptive Coordinating Construction of Truss Structures Using Distributed Equal-Mass Partitioning
Author :
Seung-kook Yun ; Rus, Daniela
Author_Institution :
Comput. Sci. & Artificial Intell. Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper presents a decentralized algorithm for the coordinated assembly of 3-D objects that consist of multiple types of parts, using a networked team of robots. We describe the algorithm and analyze its convergence 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. We implement the algorithm in simulation and show results to construct 2-D and 3-D parts. Finally, we describe hardware implementation of the algorithms, where mobile manipulators assemble smart parts with IR beacons.
Keywords :
construction; distributed control; industrial manipulators; rods (structures); supports; 3-D objects; IR beacons; adaptive coordinating construction; connectors; decentralized algorithm; distributed equal-mass partitioning; dynamic constraints; mobile manipulators; rods; specialized robots; truss structures; Assembly; Cost function; Heuristic algorithms; Partitioning algorithms; Robot kinematics; Robotic assembly; Distributed robot systems; path planning for multiple mobile robot systems; robotics in construction;
Journal_Title :
Robotics, IEEE Transactions on
DOI :
10.1109/TRO.2013.2279643