LoRaWAN Meets ML: A Survey on Enhancing Performance with Machine Learning

A Farhad, JY Pyun - Sensors, 2023 - mdpi.com
The Internet of Things is rapidly growing with the demand for low-power, long-range
wireless communication technologies. Long Range Wide Area Network (LoRaWAN) is one …

Can i trust this location estimate? reproducibly benchmarking the methods of dynamic accuracy estimation of localization

GG Anagnostopoulos, A Kalousis - Sensors, 2022 - mdpi.com
Despite the great attention that the research community has paid to the creation of novel
indoor positioning methods, a rather limited volume of works has focused on the confidence …

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 …

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 …

Understanding LoRa-based localization: Foundations and challenges

LE Marquez, M Calle - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
LoRa is a wireless technology for the Internet of Things useful for smart city applications that
require node location for monitoring or management. The literature presents multiple …

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 …

Lorawan path loss measurements in an urban scenario including environmental effects

M González-Palacio, D Tobón-Vallejo… - Data, 2022 - mdpi.com
LoRaWAN is a widespread protocol by which Internet of things end nodes (ENs) can
exchange information over long distances via their gateways. To deploy the ENs, it is …

[HTML][HTML] A hybrid convolutional neural network-transformer method for received signal strength indicator fingerprinting localization in Long Range Wide Area Network

AS Lutakamale, HC Myburgh, A De Freitas - Engineering Applications of …, 2024 - Elsevier
In recent years, low-power wide area networks (LPWANs), particularly Long-Range Wide
Area Network (LoRaWAN) technology, are increasingly being adopted into large-scale …

Comparative Analysis of End Device and Field Test Device Measurements for RSSI, SNR and SF Performance Parameters in an Indoor LoRaWAN Network

A Aksoy, Ö Yıldız, SE Karlık - Wireless Personal Communications, 2024 - Springer
Internet of things phenomenon has brought up distinctive technologies that are using
wireless communication and appearing in smart city applications. Long range (LoRa) …

[HTML][HTML] When LoRa Meets Distributed Machine Learning to Optimize the Network Connectivity for Green and Intelligent Transportation System

MAA Khan, H Ma, A Farhad, A Mujeeb, IK Mirani… - Green Energy and …, 2024 - Elsevier
LoRa technology contributes to green energy by enabling efficient, long-range
communication for the Internet of Things (IoT). This paper addresses the challenges related …