Intelligent Resource Allocation in LoRaWAN Using Machine Learning Techniques

Re-Learning EXP3 Multi-Armed Bandit Algorithm for Enhancing the Massive IoT-LoRaWAN Network Performance

(2022) Samar Adel Almarzoqi et al.   SENSORS

Improving LoRaWAN downlink performance in the EU868 spectrum

(2022) Dimitrios Zorbas   COMPUTER COMMUNICATIONS

Extending ADR mechanism for LoRa enabled mobile end-devices

(2021) Vasileios Moysiadis et al.   SIMULATION MODELLING PRACTICE AND THEORY

LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks

(2021) Rami Hamdi et al.   IEEE Internet of Things Journal

Network resource optimization with reinforcement learning for low power wide area networks

(2020) Gyubong Park et al.   EURASIP Journal on Wireless Communications and Networking

EARN: Enhanced ADR With Coding Rate Adaptation in LoRaWAN

(2020) Junhyun Park et al.   IEEE Internet of Things Journal

A Novel Collision-Aware Adaptive Data Rate Algorithm for LoRaWAN Networks

(2020) Riccardo Marini et al.   IEEE Internet of Things Journal

LoRa Beyond ALOHA: An Investigation of Alternative Random Access Protocols

(2020) Luca Beltramelli et al.   IEEE Transactions on Industrial Informatics

Synchronous LoRa Communication by Exploiting Large-Area Out-of-Band Synchronization

(2020) Luca Beltramelli et al.   IEEE Internet of Things Journal

Scalability Analysis of a LoRa Network under Imperfect Orthogonality

(2018) Aamir Mahmood et al.   IEEE Transactions on Industrial Informatics