Ensuring Reliability for LoRa Networks Using a Reinforcement-Learning-Assisted Time Division Duplex Protocol

A Valkanis, GA Beletsioti, KF Kantelis… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Long range (LoRa) is one of the most widespread members of the low-power wide area
network technologies family. Its ability to cover long distances combined with the robustness …

A Multilevel TDMA approach for IoT applications with WuR support

GA Beletsioti, KF Kantelis, A Valkanis… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The rapid growth of the Internet of Things (IoT) ecosystem has revolutionized the traditional
wireless communication arena questioning the established networking solutions in terms of …

Increasing device energy efficiency in LoRaWAN networks via a learning-automata-based approach

KP Spathi, GA Beletsioti, KF Kantelis… - … Journal of Sensor …, 2023 - inderscienceonline.com
The internet of things (IoT) has emerged as one of the most important developments of the
21st century. Consumer, commercial, industrial, and infrastructural environments are among …

Balancing reliability and energy efficiency in LoRa networks using reinforcement learning

A Valkanis, GA Beletsioti, K Kantelis… - 2023 International …, 2023 - ieeexplore.ieee.org
The Long Range (LoRa) are wide area networks that combine long coverage and low
energy consumption for the connected end devices. The low energy consumption is largely …

Dynamic-Persistent CSMA: A Reinforcement Learning Approach for Multi-User Channel Access

C Lee, S Park, T Cheong - IEEE Access, 2024 - ieeexplore.ieee.org
This paper addresses the challenge of multiple users concurrently sharing a single channel
in a wireless network, a problem typically managed by Carrier Sense Multiple Access …

Developing Energy Autonomous and Cable-less Multi-gateway LoRa Networks

A Valkanis, GA Beletsioti, K Kantelis… - 2023 International …, 2023 - ieeexplore.ieee.org
Long Range (LoRa) networks are a reliable and efficient solution to serve Internet of Things
(IoT) applications in a long range rural and forest areas. The capability of the gateways, both …

Novel medium access protocols for LoRa internet of things networks

HJ Alahmadi - 2024 - napier-repository.worktribe.com
LoRa, which stands for Long Range, is a network technology that provides a long
transmission range while maintaining a low power consumption profile, enabling a wide …