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A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle
This paper proposes an algorithm that will allow an autonomous aerial drone to approach and follow a steady or moving herd of cattle using only range measurements. The algorithm is also insensitive to the complexity of the herd’s movement and the measurement noise. Once arrived at the herd of cattle...
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/PMC8588052/ https://www.ncbi.nlm.nih.gov/pubmed/34770525 http://dx.doi.org/10.3390/s21217218 |
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author | Gnanasekera, Manaram Katupitiya, Jay Savkin, Andrey V. De Silva, A.H.T. Eranga |
author_facet | Gnanasekera, Manaram Katupitiya, Jay Savkin, Andrey V. De Silva, A.H.T. Eranga |
author_sort | Gnanasekera, Manaram |
collection | PubMed |
description | This paper proposes an algorithm that will allow an autonomous aerial drone to approach and follow a steady or moving herd of cattle using only range measurements. The algorithm is also insensitive to the complexity of the herd’s movement and the measurement noise. Once arrived at the herd of cattle, the aerial drone can follow it to a desired destination. The primary motivation for the development of this algorithm is to use simple, inexpensive and robust sensing hence range sensors. The algorithm does not depend on the accuracy of the range measurements, rather the rate of change of range measurements. The proposed method is based on sliding mode control which provides robustness. A mathematical analysis, simulations and experimental results with a real aerial drone are presented to demonstrate the effectiveness of the proposed method. |
format | Online Article Text |
id | pubmed-8588052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85880522021-11-13 A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle Gnanasekera, Manaram Katupitiya, Jay Savkin, Andrey V. De Silva, A.H.T. Eranga Sensors (Basel) Article This paper proposes an algorithm that will allow an autonomous aerial drone to approach and follow a steady or moving herd of cattle using only range measurements. The algorithm is also insensitive to the complexity of the herd’s movement and the measurement noise. Once arrived at the herd of cattle, the aerial drone can follow it to a desired destination. The primary motivation for the development of this algorithm is to use simple, inexpensive and robust sensing hence range sensors. The algorithm does not depend on the accuracy of the range measurements, rather the rate of change of range measurements. The proposed method is based on sliding mode control which provides robustness. A mathematical analysis, simulations and experimental results with a real aerial drone are presented to demonstrate the effectiveness of the proposed method. MDPI 2021-10-29 /pmc/articles/PMC8588052/ /pubmed/34770525 http://dx.doi.org/10.3390/s21217218 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 Gnanasekera, Manaram Katupitiya, Jay Savkin, Andrey V. De Silva, A.H.T. Eranga A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle |
title | A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle |
title_full | A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle |
title_fullStr | A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle |
title_full_unstemmed | A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle |
title_short | A Range-Based Algorithm for Autonomous Navigation of an Aerial Drone to Approach and Follow a Herd of Cattle |
title_sort | range-based algorithm for autonomous navigation of an aerial drone to approach and follow a herd of cattle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588052/ https://www.ncbi.nlm.nih.gov/pubmed/34770525 http://dx.doi.org/10.3390/s21217218 |
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