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cs.NI2025
Schwarz Information Criterion Aided MAB for Resource Allocation in Dynamic LoRa System
Ryotai Ariyoshi, Aohan Li, Mikio Hasegawa +3
This paper proposes a lightweight distributed learning method for transmission parameter selection in Long Range (LoRa) networks that can adapt to dynamic communication environment…
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…