Skip to main content
Top

2021 | OriginalPaper | Chapter

Bluetooth Low Energy Livestock Positioning for Smart Farming Applications

Author : Maciej Nikodem

Published in: Computational Science – ICCS 2021

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Device localization provides additional information and context to IoT systems, including Agriculture 4.0 and Smart Farming. However, enabling localization incurs additional requirements and trade-offs that often do not fit into application constraints – use of specific radio technologies, increased communication, computational, and energy costs. This paper presents a localization method that was designed for Smart Farming and applies to a wide range of radio technologies and IoT systems. The method was verified in a real-life IoT system dedicated to monitor cow health and behavior. In a large multi-path environment, with a large number of obstacles, using only 10 anchors, the system achieves an average localization error equal to 6.3 m. This allows to use the proposed approach for animal tracking and activity monitoring which is beneficial for well-being assessment.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Antanaitis, R., Žilaitis, V., Kucinskas, A., Juozaitienė, V., Leonauskaite, K.: Changes in cow activity, milk yield, and milk conductivity before clinical diagnosis of ketosis, and acidosis. Veterinarija ir Zootechnika 70, 3–9 (2015) Antanaitis, R., Žilaitis, V., Kucinskas, A., Juozaitienė, V., Leonauskaite, K.: Changes in cow activity, milk yield, and milk conductivity before clinical diagnosis of ketosis, and acidosis. Veterinarija ir Zootechnika 70, 3–9 (2015)
2.
go back to reference Bloch, V., Pastell, M.: Monitoring of cow location in a barn by an open-source, low-cost, low-energy bluetooth tag system. Sensors 20, 3841 (2020)CrossRef Bloch, V., Pastell, M.: Monitoring of cow location in a barn by an open-source, low-cost, low-energy bluetooth tag system. Sensors 20, 3841 (2020)CrossRef
4.
go back to reference Cardoso, A., Pereira, J., Nóbrega, L., Gonçalves, P., Pedreiras, P., Silva, V.: SheepIT: Activity and Location Monitoring (2018) Cardoso, A., Pereira, J., Nóbrega, L., Gonçalves, P., Pedreiras, P., Silva, V.: SheepIT: Activity and Location Monitoring (2018)
12.
go back to reference Trogh, J., Plets, D., Martens, L., Joseph, W.: Bluetooth low energy based location tracking for livestock monitoring (2017) Trogh, J., Plets, D., Martens, L., Joseph, W.: Bluetooth low energy based location tracking for livestock monitoring (2017)
14.
go back to reference Wang, Y., Yang, Q., Zhang, G., Zhang, P.: Indoor positioning system using euclidean distance correction algorithm with bluetooth low energy beacon. In: 2016 International Conference on Internet of Things and Applications (IOTA), pp. 243–247 (2016). https://doi.org/10.1109/IOTA.2016.7562730 Wang, Y., Yang, Q., Zhang, G., Zhang, P.: Indoor positioning system using euclidean distance correction algorithm with bluetooth low energy beacon. In: 2016 International Conference on Internet of Things and Applications (IOTA), pp. 243–247 (2016). https://​doi.​org/​10.​1109/​IOTA.​2016.​7562730
Metadata
Title
Bluetooth Low Energy Livestock Positioning for Smart Farming Applications
Author
Maciej Nikodem
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-77970-2_5

Premium Partner