WLAN Throughput Prediction Using Deep Learning with Throughput, RSS, and COR. - Yoshihiko Tsuchiya; Norisato Suga; Kazunori Uruma; Kazuto Yano; Yoshinori Suzuki; Masaya Fujisawa (ISPACS, 2022)

LSTM-based Spectral Efficiency Prediction by Capturing Wireless Terminal Movement in IRS-Assisted Systems. - Yoshihiko Tsuchiya; Norisato Suga; Kazunori Uruma; Masaya Fujisawa (VTC Spring, 2022)

IRS Controlling Method With Machine Learning Based on Position Information. - Yoshihiko Tsuchiya; Norisato Suga; Kazunori Uruma; Masaya Fujisawa (GCCE, 2024)

Active Element Arrangement and Prediction Model for Channel Estimation in IRS-Assisted Systems. - Yoshihiko Tsuchiya; Norisato Suga; Kazunori Uruma; Masaya Fujisawa (TENCON, 2024)

Active Element Arrangement for Deep Learning-Based CSI Prediction in IRS-Assisted Systems. - Yoshihiko Tsuchiya; Norisato Suga; Kazunori Uruma; Masaya Fujisawa (IEEE Access, 2025)