RSSI-based localization using LoRaWAN technology

H Kwasme, S Ekin - IEEE Access, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is increasing in size by having more devices connected to it as
they are becoming low-cost to manufacture and easier to connect to the internet. New use …

Investigation of the performance of TDoA-based localization over LoRaWAN in theory and practice

J Pospisil, R Fujdiak, K Mikhaylov - Sensors, 2020 - mdpi.com
The paper deals with the localization in a low-power wide-area-network (LPWAN) operating
long-range wide-area-network (LoRaWAN) technology. The LoRaWAN is, today, one of the …

Benchmarking RSS-based localization algorithms with LoRaWAN

T Janssen, R Berkvens, M Weyn - Internet of Things, 2020 - Elsevier
Abstract Initially, Low Power Wide Area Networks (LPWAN) were designed for
communicating small sensor readings in a metropolitan area. With the rapidly increasing …

LoRaWAN: Lost for localization?

E Svertoka, A Rusu-Casandra, R Burget… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Nowadays, the flexible localization solution for various devices for workplace safety is one of
the most demanding research questions. Notably, it is expected to provide an acceptable …

Machine learning approach towards lorawan indoor localization

T Perković, L Dujić Rodić, J Šabić, P Šolić - Electronics, 2023 - mdpi.com
The growth of the Internet of Things (IoT) continues to be rapid, making it an essential part of
information technology. As a result, IoT devices must be able to handle data collection …

A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling

A Moradbeikie, A Keshavarz, H Rostami, S Paiva… - Internet of Things, 2023 - Elsevier
Recently, RSSI-based localization has gained popularity for outdoor localization within the
IoT ecosystem due to its cost-effectiveness, low-power and low-cost deployment, and ability …

Machine learning‐based LoRa localisation using multiple received signal features

KZ Islam, D Murray, D Diepeveen… - IET Wireless Sensor …, 2023 - Wiley Online Library
Low‐power localisation systems are crucial for machine‐to‐machine communication
technologies. This article investigates LoRa technology for localisation using multiple …

Seirios: leveraging multiple channels for LoRaWAN indoor and outdoor localization

J Liu, J Gao, S Jha, W Hu - Proceedings of the 27th Annual International …, 2021 - dl.acm.org
Localization is important for a large number of Internet of Things (IoT) endpoint devices
connected by LoRaWAN. Due to the bandwidth limitations of LoRaWAN, existing …

Hybrid LoRaWAN localization using ensemble learning

ZA Pandangan, MCR Talampas - 2020 Global Internet of …, 2020 - ieeexplore.ieee.org
Localization is an integral element in any Internet-of-Things (IoT) setup. Low Power Wide
Area Network (LPWAN) technology such as LoRaWAN enables long-range communication …

Extreme RSS based indoor localization for LoRaWAN with boundary autocorrelation

H Zhu, KF Tsang, Y Liu, Y Wei, H Wang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The received signal strength (RSS) finger-print-based approaches are widely used for
indoor location-based services (LBSs). The emerging long range wide area network …