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Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach
This paper presents a vision system that measures the position of an aircraft relative to the runway (RWY) during a landing approach. It was assumed that all the information necessary for a correct approach was based entirely on an analysis of the image of the runway and its surroundings. It was ass...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920705/ https://www.ncbi.nlm.nih.gov/pubmed/36772601 http://dx.doi.org/10.3390/s23031560 |
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author | Kordos, Damian Krzaczkowski, Paweł Rzucidło, Paweł Gomółka, Zbigniew Zesławska, Ewa Twaróg, Bogusław |
author_facet | Kordos, Damian Krzaczkowski, Paweł Rzucidło, Paweł Gomółka, Zbigniew Zesławska, Ewa Twaróg, Bogusław |
author_sort | Kordos, Damian |
collection | PubMed |
description | This paper presents a vision system that measures the position of an aircraft relative to the runway (RWY) during a landing approach. It was assumed that all the information necessary for a correct approach was based entirely on an analysis of the image of the runway and its surroundings. It was assumed that the way the algorithm works, as well as possible, should imitate the pilot’s perception of the runway. Taking into account the above and the fact that the infrastructure at each airport is different, it has been decided to use artificial neural networks with a dedicated learning process for any airport, based on the simulation environments. Such an action will enable the generation of a synthetic video sequence without the need for costly and time-consuming flights. The presented solution was tested in real flight conditions on an experimental aircraft, and the selected test results are presented in this article. |
format | Online Article Text |
id | pubmed-9920705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99207052023-02-12 Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach Kordos, Damian Krzaczkowski, Paweł Rzucidło, Paweł Gomółka, Zbigniew Zesławska, Ewa Twaróg, Bogusław Sensors (Basel) Article This paper presents a vision system that measures the position of an aircraft relative to the runway (RWY) during a landing approach. It was assumed that all the information necessary for a correct approach was based entirely on an analysis of the image of the runway and its surroundings. It was assumed that the way the algorithm works, as well as possible, should imitate the pilot’s perception of the runway. Taking into account the above and the fact that the infrastructure at each airport is different, it has been decided to use artificial neural networks with a dedicated learning process for any airport, based on the simulation environments. Such an action will enable the generation of a synthetic video sequence without the need for costly and time-consuming flights. The presented solution was tested in real flight conditions on an experimental aircraft, and the selected test results are presented in this article. MDPI 2023-02-01 /pmc/articles/PMC9920705/ /pubmed/36772601 http://dx.doi.org/10.3390/s23031560 Text en © 2023 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 Kordos, Damian Krzaczkowski, Paweł Rzucidło, Paweł Gomółka, Zbigniew Zesławska, Ewa Twaróg, Bogusław Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach |
title | Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach |
title_full | Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach |
title_fullStr | Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach |
title_full_unstemmed | Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach |
title_short | Vision System Measuring the Position of an Aircraft in Relation to the Runway during Landing Approach |
title_sort | vision system measuring the position of an aircraft in relation to the runway during landing approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920705/ https://www.ncbi.nlm.nih.gov/pubmed/36772601 http://dx.doi.org/10.3390/s23031560 |
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