Search Results for author: Hiroyuki Yasuda

Found 2 papers, 0 papers with code

A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN

no code implementations3 Aug 2022 Aohan Li, Ikumi Urabe, Minoru Fujisawa, So Hasegawa, Hiroyuki Yasuda, Song-Ju Kim, Mikio Hasegawa

(1) Compared to other lightweight transmission-parameter selection schemes, collisions between LoRa devices can be efficiently avoided by our proposed scheme in LoRaWAN irrespective of changes in the available channels.

Fairness reinforcement-learning +1

Resource allocation method using tug-of-war-based synchronization

no code implementations19 Aug 2021 Song-Ju Kim, Hiroyuki Yasuda, Ryoma Kitagawa, Mikio Hasegawa

We propose a simple channel-allocation method based on tug-of-war (TOW) dynamics, combined with the time scheduling based on nonlinear oscillator synchronization to efficiently use of the space (channel) and time resources in wireless communications.


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