This paper presents a method to compare area coverage paths in the context of energy efficiency. We examine cover-age paths created from the Boustrophedon Decomposition and Spanning Tree methods in an optimal control setting. Our cost function weights the force inputs to drive the robot and the currently uncovered region. We derive an optimal traversal of the path in a point-to-point manner. In particular, we introduce a meas function that represents the percentage of the area that is still to be visited. The effect of meas on the optimal traversal is derived. Trade-offs between area covered versus the time and energy required are presented. A simple trajectory modification allows the vehicle to continue moving through a turn to reduce energy consumption.
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ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
August 12–15, 2012
Chicago, Illinois, USA
Conference Sponsors:
- Design Engineering Division
- Computers and Information in Engineering Division
ISBN:
978-0-7918-4503-5
PROCEEDINGS PAPER
Maximizing Coverage for Mobile Robots While Conserving Energy
John Broderick,
John Broderick
University of Michigan, Ann Arbor, MI
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Dawn Tilbury,
Dawn Tilbury
University of Michigan, Ann Arbor, MI
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Ella Atkins
Ella Atkins
University of Michigan, Ann Arbor, MI
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John Broderick
University of Michigan, Ann Arbor, MI
Dawn Tilbury
University of Michigan, Ann Arbor, MI
Ella Atkins
University of Michigan, Ann Arbor, MI
Paper No:
DETC2012-70443, pp. 791-798; 8 pages
Published Online:
September 9, 2013
Citation
Broderick, J, Tilbury, D, & Atkins, E. "Maximizing Coverage for Mobile Robots While Conserving Energy." Proceedings of the ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 4: 36th Mechanisms and Robotics Conference, Parts A and B. Chicago, Illinois, USA. August 12–15, 2012. pp. 791-798. ASME. https://doi.org/10.1115/DETC2012-70443
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