RT Journal Article
SR Electronic
A1 Zemko, Ladislav
A1 Hroš, Daniel
A1 Valach, Alexander
A1 Galinski, Marek
A1 Čičák, Pavel
T1 Geolocation of Devices in Low-Power Wide-Area LoRa Network
JF Communications - Scientific Letters of the University of Zilina
YR 2025
VO 27
IS 4
SP E46
OP E62
UL https://komunikacie.uniza.sk/artkey/csl-202504-0005.php
AB This article is focused on the geolocation possibilities in low-power deployments. A novel Logarithmic Distance Path Loss Model with a Memory (LDPL-M) algorithm is proposed to enhance the accuracy of determining the location of end devices. The proposed solution, utilizing the RSSI-based trilateration, proved more accurate by 24.54% compared to the conventional Logarithmic Distance Path Loss Model (LDPL). Compared to the Global Positioning System (GPS), the power consumption was 48.8% lower. These findings make it suitable for energy-harvesting deployments, environments with limited power supply, or generally hard-to-reach areas, covering various logistics, transportation, or asset tracking scenarios. Overall, in this article, a valuable insight into the geolocation, focusing on the accuracy and efficiency, is provided.