An empirical energy consumption analysis in a cattle geolocation device

Becoña Silva, Juan Pablo

Supervisor(es): Arnaud Maceira, Alfredo

Resumen:

Geolocation is a feature that is highly sought after for agribusiness and for a wide variety of other applications, especially those related to the Internet of Things. It allows us to find our location, locate objects, manage vehicle fleets, or track moving animals. This provides value to many industries as well as individual clients who can make good use of these features. GNSS technologies, such as GPS, offer an excellent solution for situations that require meter-level resolution and where stable access to a power source is available, such as in vehicles. However, many applications do not have this advantage. In such cases, it has often been dismissed due to its high energy consumption. This study empirically measures and analyzes GNSS consumption and proposes strategies to reduce it, including assisted geolocation. The challenge of developing GNSS-based geolocation applications has also been due to the energy required to transmit location data. Cellular technology has been deployed for decades to address this issue. For many years, cellular network development focused on high-capacity networks rather than low-capacity, energy-efficient networks, until the advent of LPWAN (Low Power Wide Area Networks). These networks are designed for long-range coverage (5 to 10 km) and much lower energy consumption. This work presents various transmission consumption measurements, analyzing previous work on GPRS, as a legacy cellular technology, and LoRa, as one of the new non 3GPP LPWAN standards. It also explores the new NB-IoT (Narrow Band - Internet of Things) standard, which offers a low-consumption option for cellular applications. Several scenarios of power and bitrate measurements for NB- IoT are presented, analyzed, and compared to GPRS and LoRa. Based on this data, the entire process of geolocation applications is studied, including strategies to reduce consumption, a battery estimation methodology for devices used in this kind of application and a detailed battery calculation for cattle tracking and pet geolocation.

Detalles Bibliográficos
2022
Agencia Nacional de Investigación e Innovación
Tecnología agropecuaria
Ganado
Electrónica de bajo consumo
Internet de las cosas
Redes inalámbricas
Geolocalización
Tesis de maestría (Ciencias de la ingeniería)
Inglés
Universidad Católica del Uruguay
LIBERI
https://hdl.handle.net/10895/4759
Acceso abierto
Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC BY-NC-ND 4.0)
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author Becoña Silva, Juan Pablo
author_facet Becoña Silva, Juan Pablo
author_role author
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dc.creator.advisor.none.fl_str_mv Arnaud Maceira, Alfredo
dc.creator.none.fl_str_mv Becoña Silva, Juan Pablo
dc.date.accessioned.none.fl_str_mv 2025-05-20T19:14:36Z
dc.date.available.none.fl_str_mv 2025-05-20T19:14:36Z
dc.date.issued.none.fl_str_mv 2022-12
dc.description.abstract.none.fl_txt_mv Geolocation is a feature that is highly sought after for agribusiness and for a wide variety of other applications, especially those related to the Internet of Things. It allows us to find our location, locate objects, manage vehicle fleets, or track moving animals. This provides value to many industries as well as individual clients who can make good use of these features. GNSS technologies, such as GPS, offer an excellent solution for situations that require meter-level resolution and where stable access to a power source is available, such as in vehicles. However, many applications do not have this advantage. In such cases, it has often been dismissed due to its high energy consumption. This study empirically measures and analyzes GNSS consumption and proposes strategies to reduce it, including assisted geolocation. The challenge of developing GNSS-based geolocation applications has also been due to the energy required to transmit location data. Cellular technology has been deployed for decades to address this issue. For many years, cellular network development focused on high-capacity networks rather than low-capacity, energy-efficient networks, until the advent of LPWAN (Low Power Wide Area Networks). These networks are designed for long-range coverage (5 to 10 km) and much lower energy consumption. This work presents various transmission consumption measurements, analyzing previous work on GPRS, as a legacy cellular technology, and LoRa, as one of the new non 3GPP LPWAN standards. It also explores the new NB-IoT (Narrow Band - Internet of Things) standard, which offers a low-consumption option for cellular applications. Several scenarios of power and bitrate measurements for NB- IoT are presented, analyzed, and compared to GPRS and LoRa. Based on this data, the entire process of geolocation applications is studied, including strategies to reduce consumption, a battery estimation methodology for devices used in this kind of application and a detailed battery calculation for cattle tracking and pet geolocation.
dc.description.sponsorship.none.fl_txt_mv Agencia Nacional de Investigación e Innovación
dc.format.extent.es.fl_str_mv 87 p.
dc.format.mimetype.none.fl_str_mv application/pdf
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10895/4759
dc.language.iso.none.fl_str_mv eng
dc.publisher.es.fl_str_mv Universidad Católica del Uruguay
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC BY-NC-ND 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:LIBERI
instname:Universidad Católica del Uruguay
instacron:Universidad Católica del Uruguay
dc.subject.es.fl_str_mv Tecnología agropecuaria
Ganado
Electrónica de bajo consumo
Internet de las cosas
Redes inalámbricas
Geolocalización
Tesis de maestría (Ciencias de la ingeniería)
dc.title.none.fl_str_mv An empirical energy consumption analysis in a cattle geolocation device
dc.type.es.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.version.none.fl_str_mv info:eu-repo/semantics/acceptedVersion
description Geolocation is a feature that is highly sought after for agribusiness and for a wide variety of other applications, especially those related to the Internet of Things. It allows us to find our location, locate objects, manage vehicle fleets, or track moving animals. This provides value to many industries as well as individual clients who can make good use of these features. GNSS technologies, such as GPS, offer an excellent solution for situations that require meter-level resolution and where stable access to a power source is available, such as in vehicles. However, many applications do not have this advantage. In such cases, it has often been dismissed due to its high energy consumption. This study empirically measures and analyzes GNSS consumption and proposes strategies to reduce it, including assisted geolocation. The challenge of developing GNSS-based geolocation applications has also been due to the energy required to transmit location data. Cellular technology has been deployed for decades to address this issue. For many years, cellular network development focused on high-capacity networks rather than low-capacity, energy-efficient networks, until the advent of LPWAN (Low Power Wide Area Networks). These networks are designed for long-range coverage (5 to 10 km) and much lower energy consumption. This work presents various transmission consumption measurements, analyzing previous work on GPRS, as a legacy cellular technology, and LoRa, as one of the new non 3GPP LPWAN standards. It also explores the new NB-IoT (Narrow Band - Internet of Things) standard, which offers a low-consumption option for cellular applications. Several scenarios of power and bitrate measurements for NB- IoT are presented, analyzed, and compared to GPRS and LoRa. Based on this data, the entire process of geolocation applications is studied, including strategies to reduce consumption, a battery estimation methodology for devices used in this kind of application and a detailed battery calculation for cattle tracking and pet geolocation.
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repository.mail.fl_str_mv franco.pertusso@ucu.edu.uy
repository.name.fl_str_mv LIBERI - Universidad Católica del Uruguay
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rights_invalid_str_mv Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC BY-NC-ND 4.0)
spelling Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC BY-NC-ND 4.0)info:eu-repo/semantics/openAccess2025-05-20T19:14:36Z2025-05-20T19:14:36Z2022-12https://hdl.handle.net/10895/4759Geolocation is a feature that is highly sought after for agribusiness and for a wide variety of other applications, especially those related to the Internet of Things. It allows us to find our location, locate objects, manage vehicle fleets, or track moving animals. This provides value to many industries as well as individual clients who can make good use of these features. GNSS technologies, such as GPS, offer an excellent solution for situations that require meter-level resolution and where stable access to a power source is available, such as in vehicles. However, many applications do not have this advantage. In such cases, it has often been dismissed due to its high energy consumption. This study empirically measures and analyzes GNSS consumption and proposes strategies to reduce it, including assisted geolocation. The challenge of developing GNSS-based geolocation applications has also been due to the energy required to transmit location data. Cellular technology has been deployed for decades to address this issue. For many years, cellular network development focused on high-capacity networks rather than low-capacity, energy-efficient networks, until the advent of LPWAN (Low Power Wide Area Networks). These networks are designed for long-range coverage (5 to 10 km) and much lower energy consumption. This work presents various transmission consumption measurements, analyzing previous work on GPRS, as a legacy cellular technology, and LoRa, as one of the new non 3GPP LPWAN standards. It also explores the new NB-IoT (Narrow Band - Internet of Things) standard, which offers a low-consumption option for cellular applications. Several scenarios of power and bitrate measurements for NB- IoT are presented, analyzed, and compared to GPRS and LoRa. Based on this data, the entire process of geolocation applications is studied, including strategies to reduce consumption, a battery estimation methodology for devices used in this kind of application and a detailed battery calculation for cattle tracking and pet geolocation.Agencia Nacional de Investigación e Innovación87 p.application/pdfengUniversidad Católica del UruguayTecnología agropecuariaGanadoElectrónica de bajo consumoInternet de las cosasRedes inalámbricasGeolocalizaciónTesis de maestría (Ciencias de la ingeniería)An empirical energy consumption analysis in a cattle geolocation deviceinfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/acceptedVersionreponame:LIBERIinstname:Universidad Católica del Uruguayinstacron:Universidad Católica del UruguayBecoña Silva, Juan PabloArnaud Maceira, AlfredoORIGINAL130340.pdfDocumento Final Maestria_Juan Pablo Becoña.pdfapplication/pdf3946156https://liberi.ucu.edu.uy/bitstreams/5435dbc5-b607-4728-b4ae-774a8cc9281c/download7173e5be2bfcf66aeacc17b5795dbe9aMD51trueAnonymousREADLICENSElicense.txtWritten by org.dspace.content.LicenseUtilstext/plain; charset=utf-81748https://liberi.ucu.edu.uy/bitstreams/c239f9c2-bdac-4bc8-a807-5e3e8f90f036/download8a4605be74aa9ea9d79846c1fba20a33MD52falseAnonymousREADTHUMBNAILminiatura_1.pngminiatura_1.pngimage/png13966https://liberi.ucu.edu.uy/bitstreams/c708ef26-abc9-431a-9c88-76f598daaafc/downloadab259039bf254b24eb4176d11da1504dMD53falseAnonymousREAD130340.pdf.jpgWritten by FormatFilter org.dspace.app.mediafilter.PDFBoxThumbnail on 2025-05-25T03:02:16Z (GMT).Generated Thumbnailimage/jpeg4970https://liberi.ucu.edu.uy/bitstreams/ff011331-9265-43ae-ac3b-82bd02783614/downloadfdb985acc8eadf5f71a7c992ade060a4MD55falseAnonymousREADTEXT130340.pdf.txtWritten by FormatFilter org.dspace.app.mediafilter.PDFFilter on 2025-05-25T03:02:14Z (GMT).Extracted texttext/plain163872https://liberi.ucu.edu.uy/bitstreams/e5a90895-28ab-4c66-8fa9-5a708f7f85a0/download5c9e8df0a3323fba2bdfe7179cf3f27bMD54falseAnonymousREAD10895/47592025-10-13 17:28:32.069open.accessoai:liberi.ucu.edu.uy:10895/4759https://liberi.ucu.edu.uyInstitucionalhttps://liberi.ucu.edu.uy/Universidadhttps://www.ucu.edu.uy/https://liberi.ucu.edu.uy/server/oaifranco.pertusso@ucu.edu.uyUruguayopendoar:103422025-10-13T15:28:32LIBERI - Universidad Católica del 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
spellingShingle An empirical energy consumption analysis in a cattle geolocation device
Becoña Silva, Juan Pablo
Tecnología agropecuaria
Ganado
Electrónica de bajo consumo
Internet de las cosas
Redes inalámbricas
Geolocalización
Tesis de maestría (Ciencias de la ingeniería)
status_str acceptedVersion
title An empirical energy consumption analysis in a cattle geolocation device
title_full An empirical energy consumption analysis in a cattle geolocation device
title_fullStr An empirical energy consumption analysis in a cattle geolocation device
title_full_unstemmed An empirical energy consumption analysis in a cattle geolocation device
title_short An empirical energy consumption analysis in a cattle geolocation device
title_sort An empirical energy consumption analysis in a cattle geolocation device
topic Tecnología agropecuaria
Ganado
Electrónica de bajo consumo
Internet de las cosas
Redes inalámbricas
Geolocalización
Tesis de maestría (Ciencias de la ingeniería)
url https://hdl.handle.net/10895/4759