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 …
require low power over long-range communication. However, the LoRa network suffers from …
LoRa-RL: Deep reinforcement learning for resource management in hybrid energy LoRa wireless networks
LoRa wireless networks are considered as a key enabling technology for next-generation
Internet of Things (IoT) systems. New IoT deployments (eg, smart city scenarios) can have …
Internet of Things (IoT) systems. New IoT deployments (eg, smart city scenarios) can have …
Uplink transmission policies for LoRa-based direct-to-satellite IoT
Direct-to-Satellite IoT (DtS-IoT) is a promising approach to deliver data transfer services to
IoT devices in remote areas where deploying terrestrial infrastructure is not appealing or …
IoT devices in remote areas where deploying terrestrial infrastructure is not appealing or …
Deep learning model portability for domain-agnostic device fingerprinting
RF (Radio Frequency) device fingerprinting approaches using deep learning have recently
emerged as potential methods of identifying devices solely based on their RF transmissions …
emerged as potential methods of identifying devices solely based on their RF transmissions …
Combinatorial MAB-Based Joint Channel and Spreading Factor Selection for LoRa Devices
I Urabe, A Li, M Fujisawa, SJ Kim, M Hasegawa - Sensors, 2023 - mdpi.com
Long-Range (LoRa) devices have been deployed in many Internet of Things (IoT)
applications due to their ability to communicate over long distances with low power …
applications due to their ability to communicate over long distances with low power …
A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN
A Li, I Urabe, M Fujisawa, S Hasegawa… - arXiv preprint arXiv …, 2022 - arxiv.org
The number of IoT devices is predicted to reach 125 billion by 2023. The growth of IoT
devices will intensify the collisions between devices, degrading communication …
devices will intensify the collisions between devices, degrading communication …
Resource management in energy harvesting powered LoRa wireless networks
Long Range (LoRa) wireless networks, which is made up of low-powered connected
devices, is a key technology for next generation wireless networks that support internet of …
devices, is a key technology for next generation wireless networks that support internet of …
EWS: Exponential windowing scheme to improve LoRa scalability
Internet-of-Things (IoT) applications require a network that covers a large geographic area,
consumes less power, is low-cost, and is scalable with an increasing number of connected …
consumes less power, is low-cost, and is scalable with an increasing number of connected …
Improving data confidentiality in chirp spread spectrum modulation
FA Taha, S Althunibat - 2021 IEEE 26th International Workshop …, 2021 - ieeexplore.ieee.org
Chirp Spread Spectrum (CSS) modulation has shown a promising error performance
especially under very low signal-to-noise ratio conditions. Thus, it has been adopted as the …
especially under very low signal-to-noise ratio conditions. Thus, it has been adopted as the …
[图书][B] Artificial Intelligence for Communications and Networks
We are delighted to introduce the proceedings of the fourth edition of the 2022 European
Alliance for Innovation (EAI) International Conference on Artificial Intelligence for …
Alliance for Innovation (EAI) International Conference on Artificial Intelligence for …