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Feasibility of Standalone TDoA-based Localization Using LoRaWAN

Authors :
Deeksha Devendra
Ruthwik Muppala
Aftab M. Hussain
Eustachio Roberto Matera
Nicola Accettura
Abhinav Navnit
International Institute of Information Technology, Hyderabad [Hyderabad] (IIIT-H)
ABBIA GNSS Technologies
Équipe Services et Architectures pour Réseaux Avancés (LAAS-SARA)
Laboratoire d'analyse et d'architecture des systèmes (LAAS)
Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse)
Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées
Université Toulouse Capitole (UT Capitole)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse)
Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J)
Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole)
Université de Toulouse (UT)
Source :
ICL-GNSS, 2021 International Conference on Localization and GNSS (ICL-GNSS), International Conference on Localization and GNSS (ICL-GNSS 2021), International Conference on Localization and GNSS (ICL-GNSS 2021), Jun 2021, Tampere (virtual), Finland. ⟨10.1109/ICL-GNSS51451.2021.9452311⟩
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

International audience; The growing need for localization has created an array of alternative approaches to GNSS, based on Wi-Fi, Bluetooth, Ultra-Wideband, etc. Long Range Wide Area Network (LoRaWAN) is one such technology that has garnered tremendous attention due to its low power and long-range capabilities. Many attempts to achieve localization using LoRaWAN have been made till now, based on a variety of techniques such as Angle of Arrival (AoA), Time Difference of Arrival (TDoA), Received Signal Strength Index (RSSI). In this paper, we present a novel, standalone localization approach by developing a collaborative, TDoA-based methodology using LoRaWAN. The server determines the target node location by means of TDoA measurements from the target node to the gateways. The introduction of an additional stationary node allows the synchronization of the gateways without utilizing GNSS, either inbuilt or external. The cooperation between target node, synchronization node and server, is the innovative feature which makes this approach attractive for GNSS-free localization. Further, we explore the effects of timing resolution, time-on-air, and duty cycle constraints on the localization error. Finally, the distribution of error in a triangle of gateways situated approximately 8.6 kilometers apart is simulated in ideal Line of Sight (LoS) conditions, showing the maximum error to be around 23 meters.

Details

Database :
OpenAIRE
Journal :
2021 International Conference on Localization and GNSS (ICL-GNSS)
Accession number :
edsair.doi.dedup.....ef4d8edf75226fc00566c943acba416d