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Error Reduction in Vision-Based Multirotor Landing System

New applications are continuously appearing with drones as protagonists, but all of them share an essential critical maneuver—landing. New application requirements have led the study of novel landing strategies, in which vision systems have played and continue to play a key role. Generally, the new...

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Autores principales: Llerena Caña, Juan Pedro, García Herrero, Jesús, Molina López, José Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9285663/
https://www.ncbi.nlm.nih.gov/pubmed/35632053
http://dx.doi.org/10.3390/s22103625
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author Llerena Caña, Juan Pedro
García Herrero, Jesús
Molina López, José Manuel
author_facet Llerena Caña, Juan Pedro
García Herrero, Jesús
Molina López, José Manuel
author_sort Llerena Caña, Juan Pedro
collection PubMed
description New applications are continuously appearing with drones as protagonists, but all of them share an essential critical maneuver—landing. New application requirements have led the study of novel landing strategies, in which vision systems have played and continue to play a key role. Generally, the new applications use the control and navigation systems embedded in the aircraft. However, the internal dynamics of these systems, initially focused on other tasks such as the smoothing trajectories between different waypoints, can trigger undesired behaviors. In this paper, we propose a landing system based on monocular vision and navigation information to estimate the helipad global position. In addition, the global estimation system includes a position error correction module by cylinder space transformation and a filtering system with a sliding window. To conclude, the landing system is evaluated with three quality metrics, showing how the proposed correction system together with stationary filtering improves the raw landing system.
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spelling pubmed-92856632022-07-16 Error Reduction in Vision-Based Multirotor Landing System Llerena Caña, Juan Pedro García Herrero, Jesús Molina López, José Manuel Sensors (Basel) Article New applications are continuously appearing with drones as protagonists, but all of them share an essential critical maneuver—landing. New application requirements have led the study of novel landing strategies, in which vision systems have played and continue to play a key role. Generally, the new applications use the control and navigation systems embedded in the aircraft. However, the internal dynamics of these systems, initially focused on other tasks such as the smoothing trajectories between different waypoints, can trigger undesired behaviors. In this paper, we propose a landing system based on monocular vision and navigation information to estimate the helipad global position. In addition, the global estimation system includes a position error correction module by cylinder space transformation and a filtering system with a sliding window. To conclude, the landing system is evaluated with three quality metrics, showing how the proposed correction system together with stationary filtering improves the raw landing system. MDPI 2022-05-10 /pmc/articles/PMC9285663/ /pubmed/35632053 http://dx.doi.org/10.3390/s22103625 Text en © 2022 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
Llerena Caña, Juan Pedro
García Herrero, Jesús
Molina López, José Manuel
Error Reduction in Vision-Based Multirotor Landing System
title Error Reduction in Vision-Based Multirotor Landing System
title_full Error Reduction in Vision-Based Multirotor Landing System
title_fullStr Error Reduction in Vision-Based Multirotor Landing System
title_full_unstemmed Error Reduction in Vision-Based Multirotor Landing System
title_short Error Reduction in Vision-Based Multirotor Landing System
title_sort error reduction in vision-based multirotor landing system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9285663/
https://www.ncbi.nlm.nih.gov/pubmed/35632053
http://dx.doi.org/10.3390/s22103625
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