Modeling and Optimization of LoRa Networks under Multiple Constraints

H Zhang, Y Song, M Yang, Q Jia - Sensors, 2023 - mdpi.com
With the access of massive terminals of the Internet of Things (IoT), the low-power wide-area
networks (LPWAN) applications represented by Long Range Radio (LoRa) will grow …

Tiny Machine Learning (TinyML) for Efficient Channel Selection in LoRaWAN

MA Lodhi, MS Obaidat, L Wang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Machine learning has emerged as a promising avenue for enhancing the efficiency and
intelligence of channel allocation processes. However, deploying machine learning …

QoS based spreading factor assignment for LoRaWAN networks in IoT applications

S Aggarwal, A Nasipuri - SoutheastCon 2022, 2022 - ieeexplore.ieee.org
This paper addresses the issue of meeting communication performance requirements for
Internet of Things (IoT) applications using LoRaWAN, an emerging low–power wide–area …

Optimizing Mobility in LoRaWan: A Resource Reservation Approach

NP Fall, M Marot, C Diallo, A Bernard… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
The evolution of vehicular networks continues with the advent of LPWAN (Low Power Wide
Area Network). Thus, several studies currently concern the integration of LPWANs with ITS …