Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gnanasekera, Manaram, Katupitiya, Jay, Savkin, Andrey V., De Silva, A.H.T. Eranga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1784598341349277696
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
work_keys_str_mv AT gnanasekeramanaram arangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT katupitiyajay arangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT savkinandreyv arangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT desilvaahteranga arangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT gnanasekeramanaram rangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT katupitiyajay rangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT savkinandreyv rangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle
AT desilvaahteranga rangebasedalgorithmforautonomousnavigationofanaerialdronetoapproachandfollowaherdofcattle