A survey on Lorawan technology: Recent trends, opportunities, simulation tools and future directions

MAM Almuhaya, WA Jabbar, N Sulaiman… - Electronics, 2022 - mdpi.com
Low-power wide-area network (LPWAN) technologies play a pivotal role in IoT applications,
owing to their capability to meet the key IoT requirements (eg, long range, low cost, small …

Performance determinants in LoRa networks: A literature review

P Gkotsiopoulos, D Zorbas… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The LoRa radio technology is one of the most prominent choices in the Internet of Things
Low-Power Wide Area Networks (LPWANs) industry due to its versatile and robust technical …

A comprehensive study on LPWANs with a focus on the potential of LoRa/LoRaWAN systems

C Milarokostas, D Tsolkas, N Passas… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) ecosystem emerges rapidly and paves the way towards
collecting huge amounts of data that can feed innovative information-based systems. The …

Survey and comparative study of LoRa-enabled simulators for internet of things and wireless sensor networks

S Idris, T Karunathilake, A Förster - Sensors, 2022 - mdpi.com
The Internet of Things (IoT) is one of the most important emerging technologies, spanning a
myriad of possible applications, especially with the increasing number and variety of …

Intelligent resource allocation in LoRaWAN using machine learning techniques

SU Minhaj, A Mahmood, SF Abedin, SA Hassan… - IEEE …, 2023 - ieeexplore.ieee.org
With the ubiquitous growth of Internet-of-things (IoT) devices, current low-power wide-area
network (LPWAN) technologies will inevitably face performance degradation due to …

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 …

Optimizing energy efficiency of LoRaWAN-based wireless underground sensor networks: A multi-agent reinforcement learning approach

G Zhao, K Lin, D Chapman, N Metje, T Hao - Internet of Things, 2023 - Elsevier
Extended battery lifetime is always desirable for wireless underground sensor networks
(WUSNs). The recent integration of LoRaWAN-grade massive machine-type …

Lp-mab: Improving the energy efficiency of lorawan using a reinforcement-learning-based adaptive configuration algorithm

B Teymuri, R Serati, NA Anagnostopoulos, M Rasti - Sensors, 2023 - mdpi.com
In the Internet of Things (IoT), Low-Power Wide-Area Networks (LPWANs) are designed to
provide low energy consumption while maintaining a long communications' range for End …

A review: spreading factor allocation schemes for LoRaWAN

P Maurya, A Singh, AA Kherani - Telecommunication Systems, 2022 - Springer
LoRaWAN is one of the most suitable communication protocols for the IoT applications that
require low power over long-range communication. However, the LoRa network suffers from …

LoRa-MAB: Toward an intelligent resource allocation approach for LoRaWAN

DT Ta, K Khawam, S Lahoud, C Adjih… - 2019 IEEE global …, 2019 - ieeexplore.ieee.org
For a seamless deployment of the Internet of Things (IoT), self-managing solutions are
needed to overcome the challenges of IoT, including massively dense networks and careful …