Dogar, M orcid.org/0000-0002-6896-5461, Knepper, RA, Spielberg, A et al. (3 more authors) (2015) Multi-scale assembly with robot teams. International Journal of Robotics Research, 34 (13). pp. 1645-1659. ISSN 0278-3649
Abstract
In this paper we present algorithms and experiments for multi-scale assembly of complex structures by multi-robot teams. We also focus on tasks where successful completion requires multiple types of assembly operations with a range of precision requirements. We develop a hierarchical planning approach to multi-scale perception in support of multi-scale manipulation, in which the resolution of the perception operation is matched with the required resolution for the manipulation operation. We demonstrate these techniques in the context of a multi-step task where robots assemble large box-like objects, inspired by the assembly of an airplane wing. The robots begin by transporting a wing panel, a coarse manipulation operation that requires a wide field of view, and gradually shifts to a narrower field of view but with more accurate sensors for part alignment and fastener insertion. Within this framework we also provide for failure detection and recovery: upon losing track of a feature, the robots retract to using wider field of view systems to re-localize. Finally, we contribute collaborative manipulation algorithms for assembling complex large objects. First, the team of robots coordinates to transport large assembly parts which are too heavy for a single robot to carry. Second, the fasteners and parts are co-localized for robust insertion and fastening. We implement these ideas using four KUKA youBot robots and present experiments where our robots successfully complete all 80 of the attempted fastener insertion operations.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © The Author(s), 2015. Published by SAGE Publications. This is an author produced version of a paper accepted for publication in International Journal of Robotics Research. Uploaded in accordance with the publisher's self-archiving policy. |
Keywords: | Robotic assembly; robotic manufacturing; robot teams; distributed control; distributed control; multi-scale perception |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Computing (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 19 Feb 2016 10:25 |
Last Modified: | 03 Dec 2020 20:47 |
Published Version: | http://dx.doi.org/10.1177/0278364915586606 |
Status: | Published |
Publisher: | SAGE Publications |
Identification Number: | 10.1177/0278364915586606 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:95178 |