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A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd

Animal location technologies have evolved considerably in the last 60 years. Nowadays, animal tracking solutions based on global positioning systems (GPS) are commercially available. However, existing devices have several constraints, mostly related to wireless data transmission and financial cost,...

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Autores principales: Maroto-Molina, Francisco, Navarro-García, Jorge, Príncipe-Aguirre, Karen, Gómez-Maqueda, Ignacio, Guerrero-Ginel, José E., Garrido-Varo, Ana, Pérez-Marín, Dolores C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6567337/
https://www.ncbi.nlm.nih.gov/pubmed/31109042
http://dx.doi.org/10.3390/s19102298
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author Maroto-Molina, Francisco
Navarro-García, Jorge
Príncipe-Aguirre, Karen
Gómez-Maqueda, Ignacio
Guerrero-Ginel, José E.
Garrido-Varo, Ana
Pérez-Marín, Dolores C.
author_facet Maroto-Molina, Francisco
Navarro-García, Jorge
Príncipe-Aguirre, Karen
Gómez-Maqueda, Ignacio
Guerrero-Ginel, José E.
Garrido-Varo, Ana
Pérez-Marín, Dolores C.
author_sort Maroto-Molina, Francisco
collection PubMed
description Animal location technologies have evolved considerably in the last 60 years. Nowadays, animal tracking solutions based on global positioning systems (GPS) are commercially available. However, existing devices have several constraints, mostly related to wireless data transmission and financial cost, which make impractical the monitorization of all the animals in a herd. The main objective of this work is to develop a low-cost solution to enable the monitorization of a whole herd. An IoT-based system, which requires some animals of the herd being fitted with GPS collars connected to a Sigfox network and the rest with low-cost Bluetooth tags, has been developed. Its performance has been tested in two commercial farms, raising sheep and beef cattle, through the monitorization of 50 females in each case. Several collar/tag ratios, which define the cost per animal of the solution, have been simulated. Results demonstrate that a low collar/tag ratio enable the monitorization of a whole sheep herd. A larger ratio is needed for beef cows because of their grazing behavior. Nevertheless, the optimal ratio depends on the purpose of location data. Large variability has been observed for the number of hourly and daily messages from collars and tags. The system effectiveness for the monitorization of all the animals in a herd has been certainly proved.
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spelling pubmed-65673372019-06-17 A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd Maroto-Molina, Francisco Navarro-García, Jorge Príncipe-Aguirre, Karen Gómez-Maqueda, Ignacio Guerrero-Ginel, José E. Garrido-Varo, Ana Pérez-Marín, Dolores C. Sensors (Basel) Article Animal location technologies have evolved considerably in the last 60 years. Nowadays, animal tracking solutions based on global positioning systems (GPS) are commercially available. However, existing devices have several constraints, mostly related to wireless data transmission and financial cost, which make impractical the monitorization of all the animals in a herd. The main objective of this work is to develop a low-cost solution to enable the monitorization of a whole herd. An IoT-based system, which requires some animals of the herd being fitted with GPS collars connected to a Sigfox network and the rest with low-cost Bluetooth tags, has been developed. Its performance has been tested in two commercial farms, raising sheep and beef cattle, through the monitorization of 50 females in each case. Several collar/tag ratios, which define the cost per animal of the solution, have been simulated. Results demonstrate that a low collar/tag ratio enable the monitorization of a whole sheep herd. A larger ratio is needed for beef cows because of their grazing behavior. Nevertheless, the optimal ratio depends on the purpose of location data. Large variability has been observed for the number of hourly and daily messages from collars and tags. The system effectiveness for the monitorization of all the animals in a herd has been certainly proved. MDPI 2019-05-18 /pmc/articles/PMC6567337/ /pubmed/31109042 http://dx.doi.org/10.3390/s19102298 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Maroto-Molina, Francisco
Navarro-García, Jorge
Príncipe-Aguirre, Karen
Gómez-Maqueda, Ignacio
Guerrero-Ginel, José E.
Garrido-Varo, Ana
Pérez-Marín, Dolores C.
A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd
title A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd
title_full A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd
title_fullStr A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd
title_full_unstemmed A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd
title_short A Low-Cost IoT-Based System to Monitor the Location of a Whole Herd
title_sort low-cost iot-based system to monitor the location of a whole herd
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6567337/
https://www.ncbi.nlm.nih.gov/pubmed/31109042
http://dx.doi.org/10.3390/s19102298
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