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Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments
Hitchhiking is a means of transportation gained by asking other people for a (free) ride. We developed a multi-robot system which is the first of its kind to incorporate hitchhiking in robotics, and discuss its advantages. Our method allows the hitchhiker robot to skip redundant computations in navi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5579880/ https://www.ncbi.nlm.nih.gov/pubmed/28809803 http://dx.doi.org/10.3390/s17081878 |
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author | Ravankar, Abhijeet Ravankar, Ankit A. Kobayashi, Yukinori Emaru, Takanori |
author_facet | Ravankar, Abhijeet Ravankar, Ankit A. Kobayashi, Yukinori Emaru, Takanori |
author_sort | Ravankar, Abhijeet |
collection | PubMed |
description | Hitchhiking is a means of transportation gained by asking other people for a (free) ride. We developed a multi-robot system which is the first of its kind to incorporate hitchhiking in robotics, and discuss its advantages. Our method allows the hitchhiker robot to skip redundant computations in navigation like path planning, localization, obstacle avoidance, and map update by completely relying on the driver robot. This allows the hitchhiker robot, which performs only visual servoing, to save computation while navigating on the common path with the driver robot. The driver robot, in the proposed system performs all the heavy computations in navigation and updates the hitchhiker about the current localized positions and new obstacle positions in the map. The proposed system is robust to recover from ‘driver-lost’ scenario which occurs due to visual servoing failure. We demonstrate robot hitchhiking in real environments considering factors like service-time and task priority with different start and goal configurations of the driver and hitchhiker robots. We also discuss the admissible characteristics of the hitchhiker, when hitchhiking should be allowed and when not, through experimental results. |
format | Online Article Text |
id | pubmed-5579880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-55798802017-09-06 Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments Ravankar, Abhijeet Ravankar, Ankit A. Kobayashi, Yukinori Emaru, Takanori Sensors (Basel) Article Hitchhiking is a means of transportation gained by asking other people for a (free) ride. We developed a multi-robot system which is the first of its kind to incorporate hitchhiking in robotics, and discuss its advantages. Our method allows the hitchhiker robot to skip redundant computations in navigation like path planning, localization, obstacle avoidance, and map update by completely relying on the driver robot. This allows the hitchhiker robot, which performs only visual servoing, to save computation while navigating on the common path with the driver robot. The driver robot, in the proposed system performs all the heavy computations in navigation and updates the hitchhiker about the current localized positions and new obstacle positions in the map. The proposed system is robust to recover from ‘driver-lost’ scenario which occurs due to visual servoing failure. We demonstrate robot hitchhiking in real environments considering factors like service-time and task priority with different start and goal configurations of the driver and hitchhiker robots. We also discuss the admissible characteristics of the hitchhiker, when hitchhiking should be allowed and when not, through experimental results. MDPI 2017-08-15 /pmc/articles/PMC5579880/ /pubmed/28809803 http://dx.doi.org/10.3390/s17081878 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ravankar, Abhijeet Ravankar, Ankit A. Kobayashi, Yukinori Emaru, Takanori Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments |
title | Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments |
title_full | Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments |
title_fullStr | Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments |
title_full_unstemmed | Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments |
title_short | Hitchhiking Robots: A Collaborative Approach for Efficient Multi-Robot Navigation in Indoor Environments |
title_sort | hitchhiking robots: a collaborative approach for efficient multi-robot navigation in indoor environments |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5579880/ https://www.ncbi.nlm.nih.gov/pubmed/28809803 http://dx.doi.org/10.3390/s17081878 |
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