Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices and Its Application to Wireless Sensor Network for Building Monitoring System. - So Hasegawa; Ryoma Kitagawa; Takumi Ito; Takashi Nakajima; Song-Ju Kim; Yozo Shoji; Mikio Hasegawa (ICAIIC, 2020)

A Lightweight Decentralized Reinforcement Learning Based Channel Selection Approach for High-Density LoRaWAN. - Aohan Li; Minoru Fujisawa; Ikumi Urabe; Ryoma Kitagawa; Song-Ju Kim; Mikio Hasegawa (DySPAN, 2021)

Resource allocation method using tug-of-war-based synchronization. - Song-Ju Kim; Hiroyuki Yasuda; Ryoma Kitagawa; Mikio Hasegawa (CoRR, 2021)