Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4

In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee modules is designed, implemented and tested in several scenarios. This estimator was used for a research project focused on a wildlife behavioral classification system deployed in...

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Autores: Cascado Caballero, Daniel, Durán López, Lourdes, Domínguez Morales, Juan Pedro, Gutiérrez Galán, Daniel, Amaya Rodríguez, Claudio Antonio, Domínguez Morales, Manuel Jesús
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2019
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/97781
Acceso en línea:https://hdl.handle.net/11441/97781
https://doi.org/10.3390/electronics8121438
Access Level:acceso abierto
Palabra clave:Distance estimation
802.15.4
ZigBee
Wildlife
Animal tracking
RSSI
Signal filtering
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spelling Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4Cascado Caballero, DanielDurán López, LourdesDomínguez Morales, Juan PedroGutiérrez Galán, DanielAmaya Rodríguez, Claudio AntonioDomínguez Morales, Manuel JesúsDistance estimation802.15.4ZigBeeWildlifeAnimal trackingRSSISignal filteringIn this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee modules is designed, implemented and tested in several scenarios. This estimator was used for a research project focused on a wildlife behavioral classification system deployed in Doñana’s National Park. As a supporting feature for that project, this work was implemented for locating animal’s collars acting as wireless nodes in order to find those who went outside of the coverage area of the network or that were accidentally detached from animals. This work describes the system architecture and the implementation of a mobile assistant capable of recovering devices located beyond the coverage of the network. The analytical model needed for distance estimation and the signal filtering are described, as well as the difficulties that the researchers must deal when building robust location estimators. This theoretical model was applied to three different scenarios and tested with two validation experiments.Junta de Andalucía P12-TIC-1300MDPIArquitectura y Tecnología de ComputadoresTEP-108: Robótica y Tecnología de Computadores Aplicada a la RehabilitaciónJunta de Andalucía2019info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://hdl.handle.net/11441/97781https://doi.org/10.3390/electronics8121438reponame:idUS. Depósito de Investigación de la Universidad de Sevillainstname:Universidad de Sevilla (US)InglésElectronics, 8 (12)P12-TIC-1300https://www.mdpi.com/2079-9292/8/12/1438info:eu-repo/semantics/openAccessoai:idus.us.es:11441/977812026-06-17T12:51:07Z
dc.title.none.fl_str_mv Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
title Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
spellingShingle Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
Cascado Caballero, Daniel
Distance estimation
802.15.4
ZigBee
Wildlife
Animal tracking
RSSI
Signal filtering
title_short Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
title_full Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
title_fullStr Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
title_full_unstemmed Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
title_sort Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
dc.creator.none.fl_str_mv Cascado Caballero, Daniel
Durán López, Lourdes
Domínguez Morales, Juan Pedro
Gutiérrez Galán, Daniel
Amaya Rodríguez, Claudio Antonio
Domínguez Morales, Manuel Jesús
author Cascado Caballero, Daniel
author_facet Cascado Caballero, Daniel
Durán López, Lourdes
Domínguez Morales, Juan Pedro
Gutiérrez Galán, Daniel
Amaya Rodríguez, Claudio Antonio
Domínguez Morales, Manuel Jesús
author_role author
author2 Durán López, Lourdes
Domínguez Morales, Juan Pedro
Gutiérrez Galán, Daniel
Amaya Rodríguez, Claudio Antonio
Domínguez Morales, Manuel Jesús
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Arquitectura y Tecnología de Computadores
TEP-108: Robótica y Tecnología de Computadores Aplicada a la Rehabilitación
Junta de Andalucía
dc.subject.none.fl_str_mv Distance estimation
802.15.4
ZigBee
Wildlife
Animal tracking
RSSI
Signal filtering
topic Distance estimation
802.15.4
ZigBee
Wildlife
Animal tracking
RSSI
Signal filtering
description In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee modules is designed, implemented and tested in several scenarios. This estimator was used for a research project focused on a wildlife behavioral classification system deployed in Doñana’s National Park. As a supporting feature for that project, this work was implemented for locating animal’s collars acting as wireless nodes in order to find those who went outside of the coverage area of the network or that were accidentally detached from animals. This work describes the system architecture and the implementation of a mobile assistant capable of recovering devices located beyond the coverage of the network. The analytical model needed for distance estimation and the signal filtering are described, as well as the difficulties that the researchers must deal when building robust location estimators. This theoretical model was applied to three different scenarios and tested with two validation experiments.
publishDate 2019
dc.date.none.fl_str_mv 2019
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://hdl.handle.net/11441/97781
https://doi.org/10.3390/electronics8121438
url https://hdl.handle.net/11441/97781
https://doi.org/10.3390/electronics8121438
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Electronics, 8 (12)
P12-TIC-1300
https://www.mdpi.com/2079-9292/8/12/1438
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:idUS. Depósito de Investigación de la Universidad de Sevilla
instname:Universidad de Sevilla (US)
instname_str Universidad de Sevilla (US)
reponame_str idUS. Depósito de Investigación de la Universidad de Sevilla
collection idUS. Depósito de Investigación de la Universidad de Sevilla
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.300719

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