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Vision-Less Sensing for Autonomous Micro-Drones †
This work presents a concept of intelligent vision-less micro-drones, which are motivated by flying animals such as insects, birds, and bats. The presented micro-drone (named BAT: Blind Autonomous Tiny-drone) can perform bio-inspired complex tasks without the use of cameras. The BAT uses LIDARs and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398668/ https://www.ncbi.nlm.nih.gov/pubmed/34450742 http://dx.doi.org/10.3390/s21165293 |
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author | Pikalov, Simon Azaria, Elisha Sonnenberg, Shaya Ben-Moshe, Boaz Azaria, Amos |
author_facet | Pikalov, Simon Azaria, Elisha Sonnenberg, Shaya Ben-Moshe, Boaz Azaria, Amos |
author_sort | Pikalov, Simon |
collection | PubMed |
description | This work presents a concept of intelligent vision-less micro-drones, which are motivated by flying animals such as insects, birds, and bats. The presented micro-drone (named BAT: Blind Autonomous Tiny-drone) can perform bio-inspired complex tasks without the use of cameras. The BAT uses LIDARs and self-emitted optical-flow in order to perform obstacle avoiding and maze-solving. The controlling algorithms were implemented on an onboard micro-controller, allowing the BAT to be fully autonomous. We further present a method for using the information collected by the drone to generate a detailed mapping of the environment. A complete model of the BAT was implemented and tested using several scenarios both in simulation and field experiments, in which it was able to explore and map complex building autonomously even in total darkness. |
format | Online Article Text |
id | pubmed-8398668 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83986682021-08-29 Vision-Less Sensing for Autonomous Micro-Drones † Pikalov, Simon Azaria, Elisha Sonnenberg, Shaya Ben-Moshe, Boaz Azaria, Amos Sensors (Basel) Article This work presents a concept of intelligent vision-less micro-drones, which are motivated by flying animals such as insects, birds, and bats. The presented micro-drone (named BAT: Blind Autonomous Tiny-drone) can perform bio-inspired complex tasks without the use of cameras. The BAT uses LIDARs and self-emitted optical-flow in order to perform obstacle avoiding and maze-solving. The controlling algorithms were implemented on an onboard micro-controller, allowing the BAT to be fully autonomous. We further present a method for using the information collected by the drone to generate a detailed mapping of the environment. A complete model of the BAT was implemented and tested using several scenarios both in simulation and field experiments, in which it was able to explore and map complex building autonomously even in total darkness. MDPI 2021-08-05 /pmc/articles/PMC8398668/ /pubmed/34450742 http://dx.doi.org/10.3390/s21165293 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pikalov, Simon Azaria, Elisha Sonnenberg, Shaya Ben-Moshe, Boaz Azaria, Amos Vision-Less Sensing for Autonomous Micro-Drones † |
title | Vision-Less Sensing for Autonomous Micro-Drones † |
title_full | Vision-Less Sensing for Autonomous Micro-Drones † |
title_fullStr | Vision-Less Sensing for Autonomous Micro-Drones † |
title_full_unstemmed | Vision-Less Sensing for Autonomous Micro-Drones † |
title_short | Vision-Less Sensing for Autonomous Micro-Drones † |
title_sort | vision-less sensing for autonomous micro-drones † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398668/ https://www.ncbi.nlm.nih.gov/pubmed/34450742 http://dx.doi.org/10.3390/s21165293 |
work_keys_str_mv | AT pikalovsimon visionlesssensingforautonomousmicrodrones AT azariaelisha visionlesssensingforautonomousmicrodrones AT sonnenbergshaya visionlesssensingforautonomousmicrodrones AT benmosheboaz visionlesssensingforautonomousmicrodrones AT azariaamos visionlesssensingforautonomousmicrodrones |