2 papers
cs.DC2026
Design and Implementation of Schwarz Information Criterion-Aided Intelligent Decentralized Resource Allocation in Dynamic LoRa Networks
Aohan Li, Ryota Ariyoshi, Mikio Hasegawa +3
This paper proposes a lightweight distributed learning method for selecting transmission parameters in Long-Range (LoRa) networks that adapts to dynamically changing communication…
cs.NI2024
Energy Efficient Transmission Parameters Selection Method Using Reinforcement Learning in Distributed LoRa Networks
Ryotai Airiyoshi, Mikio Hasegawa, Tomoaki Ohtsuki +1
With the increase in demand for Internet of Things (IoT) applications, the number of IoT devices has drastically grown, making spectrum resources seriously insufficient. Transmissi…