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Feasibility of Standalone TDoA-based Localization Using LoRaWAN
- 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.
- Subjects :
- IoT
Computer science
Real-time computing
02 engineering and technology
computer.software_genre
01 natural sciences
Synchronization
law.invention
Bluetooth
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]
TDoA
GNSSfree
law
Angle of arrival
Server
0202 electrical engineering, electronic engineering, information engineering
Node (networking)
010401 analytical chemistry
Location awareness
020206 networking & telecommunications
Multilateration
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
LoRaWAN
0104 chemical sciences
GNSS applications
Localization
[INFO.INFO-ET]Computer Science [cs]/Emerging Technologies [cs.ET]
computer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 International Conference on Localization and GNSS (ICL-GNSS)
- Accession number :
- edsair.doi.dedup.....ef4d8edf75226fc00566c943acba416d