Mobility classification of lorawan nodes using machine learning at network level

L Vangelista, I Calabrese, A Cattapan - Sensors, 2023 - mdpi.com
LoRaWAN networks rely heavily on the adaptive data rate algorithm to achieve good link
reliability and to support the required density of end devices. However, to be effective the …

Machine-Learning-Assisted Transmission Power Control for LoRaWAN Considering Environments With High Signal-to-Noise Variation

M González-Palacio, D Tobón-Vallejo… - IEEE …, 2024 - ieeexplore.ieee.org
To achieve an adequate tradeoff between range and energy efficiency, LoRaWAN End
Nodes (ENs) choose their transmission parameters using an Adaptive Data Rate (ADR) …

Efficient collision control and auction-based resource allocation mechanism in dense LoRaWAN network via TCP using DRL technique

S Parween, SZ Hussain - International Journal of Information Technology, 2024 - Springer
Abstract The Internet of Things (IoT) is basically about communication, which permits
devices and circumstances to gather, share, and act on data. A transmission method called …

LoRaWAN CubeSat with an Adaptive Data Rate: An Experimental Analysis of Path Loss Link Margin

SZA Mehdi, A Mohd Ali, S Zulkifli - Aerospace, 2023 - mdpi.com
One of the challenges of the Internet of Things (IoT) is to provide connectivity to devices
around the globe. Long Range (LoRa) is one of the most practical technologies due to its …

Data Processing with Predictions in LoRaWAN

M Nowak, R Różycki, G Waligóra, J Szewczyk… - Energies, 2022 - mdpi.com
In this paper, the potential to reduce the energy consumption of end devices operating in a
LoRaWAN (long-range wide-area network) is studied. An increasing number of IoT …

Data transmission via hybrid fuzzy time slot scheduling in long-range communication

E Saritha, U Sajesh Kumar - International Journal of Electronics, 2024 - Taylor & Francis
Several communication protocols have been tuned for LoRaWAN since the development of
LoRa technology more than 10 years ago. LPWAN technology can address issues like …

Performance Analysis of Low Power Long Range Protocol LoRaWAN for Embedded Applications

E Saritha - … on Advancements in Power, Communication and …, 2024 - ieeexplore.ieee.org
LoRaWAN is a key technology for the Internet of Things. Generally, IoT application requires
infrequent transmission of small data. The challenges in deploying wireless access …

Evaluating the impact of the Adaptive Data Rate Algorithm in LoRaWAN

R Kufakunesu, GP Hancke, AMI Abu-Mahfouz - 2023 - 146.64.81.179
The adoption of 5G technology in Africa has been increasing steadily, with initial emphasis
on non-standalone (NSA) architecture to leverage existing 4G investments and accelerate …

[PDF][PDF] Review Of LoRaWAN: Performance, Key Issues, And Future Perspectives

MNBC Kamarudina, AB Ayoba, AB Hussaina… - researchgate.net
In the last few years, the Low-powered wide area networks (LPWAN) have gained popularity
and massively deployed, especially in smart cities and agriculture, due to their advantages …

[PDF][PDF] Data Processing with Predictions in LoRaWAN. Energies 2023, 16, 411

M Nowak, R Rózycki, G Waligóra, J Szewczyk… - 2022 - academia.edu
In this paper, the potential to reduce the energy consumption of end devices operating in a
LoRaWAN (long-range wide-area network) is studied. An increasing number of IoT …