Koda, Yusuke(Graduate School of Informatics, Department of Informatics) | Activity Database on Education and Research, Kyoto University

Koda, Yusuke

Graduate School of Informatics, Department of Informatics Associate Professor

Last Updated :2026/08/20

Basic Information

Faculty

Faculty of Engineering

Email Address

Email Address
koda.yusuke.7dkyoto-u.ac.jp

Professional Memberships

電子情報通信学会 IEICE

From Apr. 2016
IEEE

Academic Degree

23 Mar. 2021
京都大学博士（情報学）

26 Mar. 2018
京都大学修士（情報学）

Academic Resume (Graduate Schools)

京都大学, 大学院情報学研究科博士後期課程通信情報システム専攻, 修了

京都大学, 大学院情報学研究科修士課程通信情報システム専攻, 修了

Academic Resume (Undergraduate School/Majors)

京都大学, 工学部電気電子工学科, 卒業

High School

High School
Kyoto Municipal Horikawa Senior High School

Research History

From Dec. 2025, To Present
Kyoto University, Graduate School of Informatics, Associate Professor

From May 2022, To Nov. 2025
Kyoto University, Graduate School of Informatics, 助教

From Jun. 2021, To Apr. 2022
University of Oulu, Centre for Wireless Communications, Postdoctoral Researcher (Hired by Unviersity of Oulu)

From Jun. 2019, To Jun. 2019
University of Oulu, Centre for Wireless Communications, Visitor

ID,URL

J-Global ID
202201007325282849
External link
https://sites.google.com/view/kodakodakoda/home/

researchmap URL

https://researchmap.jp/kodakodakoda

Last Updated :2026/08/20

Research

Research Interests

電波伝搬モデリング

5Gサイドリンク通信

画像情報による無線通信制御

ミリ波・サブテラヘルツ無線通信システム

機械学習による無線通信制御

Research Areas

Informatics, Information networks

Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Communication and network engineering

Papers

Fundamental Field transmission trials of wideband 5G NR signals for sub-THz V2I communication using a software defined radio platform
Yusuke Koda; Muko Okamatsu; Hiroaki Endo; Norichika Ohmi; Hiroshi Harada
IEEE Open Journal of Vehicular Technology, accept, Aug. 2026, Lead author, Last author, Corresponding author

V2X環境における5G利用システムの物理層評価のためのワイヤレスエミュレータ
後藤英徳; 松本大樹; 大見則親; 香田優介; 原田博司
信学技報 RCS, Aug. 2026

Development of digital twin-based physical layer evaluation platform for 5G NR sub-THz communication systems,
Yusuke Koda; Muko Okamatsu; Hiroaki Endo; Norichika Ohmi; Hiroshi Harada
IEEE GLOBECOM 2026, accepted, Dec. 2026, Lead author, Last author, Corresponding author

交差点環境における5G-NRを用いた5GHz帯V2I通信のカバーエリアに関する基礎実験評価
松本大樹; 下村真輝; 大見則親; 香田優介; 原田博司
信学技報 RCS2026-39, Jun. 2026

超広帯域5G NR信号を用いたサブテラヘルツ帯V2I通信のカバーエリアに関する基礎実験評価
香田優介; 岡松夢幸; 遠藤浩明; 大見則親; 原田博司
信学技報 SRW2026-13, Jun. 2026

60 GHz帯電波伝搬環境下でIEEE 802.11ad無線LAN物理層伝送特性評価を実現するワイヤレスエミュレーション・プラットフォーム
遠藤浩明・王一帆・香田優介・大見則親・原田博司
信学技報 SRW2026-11, Jun. 2026

超広帯域ソフトウェア無線プラットフォームを用いたサブテラヘルツ帯5G NR信号の廊下環境における伝送特性評価
岡松夢幸; 森聖太; 大見則親; 香田優介; 原田博司
信学技報 SRW2026-8, Jun. 2026

Development of SDR-Based Ultra-Wideband Experimental Platform of 5G NR Signal Transmission at 300 GHz for Highly Mobile Environments
Muko Okamatsu; Shota Mori; Yusuke Koda; Norichika Ohmi; Hiroshi Harada
IEEE PIMRC 2026, accepted, Sep. 2026

Frequency-Integrated Path Loss and Delay Spread Models for WPAN Short-Range Communications Based on 60-300 GHz Channel Measurements
Yusuke Koda, Kimpei Takahashi, Mihiro Hashimoto, Norichika Ohmi, Hiroaki Endo and Hiroshi Harada
IEEE PIMRC 2026, accepted, Sep. 2026, Lead author, Last author, Corresponding author

Highly noise-robust sidelink SSB format and reception design for 5G NR sidelink-based mmWave WPAN systems
Satoshi Uemori; Ryogo Okura; Yusuke Koda; Hiroshi Harada
IEEE Open Journal of Vehicular Technology (accepted), Mar. 2026

Post-processing time alignment method of power angular delay profile for automated mmWave WPAN channel sounding
Hiroaki Endo; Yusuke Koda; Norichika Ohmi; Hiroshi Harada
IEEE Open Journal of Instrumentation and Measurement, Mar. 2026

サブテラヘルツ帯超広帯域通信のための3GPP統計的チャネルモデルに基づく双角度チャネルシミュレータ
高橋金平; 橋本深広; 香田優介; 大見則親; 遠藤浩明; 原田博司
信学技報, Mar. 2026

テラヘルツ帯超広帯域5G NR信号の高速移動伝送に向けたソフトウェア無線プラットフォーム
岡松夢幸; 香田優介; 森聖太; 大見則親; 原田博司
信学技報, Mar. 2026

Highly Efficient Customization of 5G NR Sidelink Device-to-Device Synchronization Relay Protocol for 60 GHz WPAN Communication Systems
Ryogo Okura; Yusuke Koda; Hiroshi Harada
IEEE Internet of Things Journal (accepted), 02 Jul. 2026

サブテラヘルツ帯超広帯域5G-NR信号の屋外移動環境における基礎伝送特性
香田優介; 岡松夢幸; 森聖太; 大見則親; 原田博司
信学技報, Nov. 2025

Basic Experimental Evaluation of Coverage Extension by UE-to-UE Relay Communication with 5G-NR V2X Sidelink Signal
Masaki Shimomura; Daiki Kawamatsu; Shota Mori; Yusuke Koda; Hiroshi Harada
2025 28th International Symposium on Wireless Personal Multimedia Communications (WPMC), 09 Nov. 2025

Basic Transmission Characteristics of 5G-NR V2X Communication Systems in an Intersection Environment Using RIS Reflector in 5 GHz Band
Hidenori Goto; Masaki Shimomura; Shota Mori; Yusuke Koda; Hiroshi Harada
2025 IEEE Conference on Standards for Communications and Networking (CSCN), 15 Sep. 2025

Transmission Performance Evaluation of Sub-THz 5G NR for Indoor WPAN Scenarios Using Wideband Software-Defined Radio Platform
Muko Okamatsu; Shota Mori; Yusuke Koda; Norichika Ohmi; Hiroshi Harada
2025 IEEE Conference on Standards for Communications and Networking (CSCN), 15 Sep. 2025

Blockage Prediction-Based Routing and Scheduling Methods for 5G Cellular V2X Single-Hop Communication
Yijia Ren; Takuma Nakaue; Yusuke Koda; Hiroshi Harada
2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), 19 Oct. 2025

Fundamental Mobile Transmission Trial of Wideband 5G NR Signal at Sub-THz Band in Road Environment
Yusuke Koda; Muko Okamatsu; Shota Mori; Norichika Ohmi; Hiroshi Harada
2025 IEEE Conference on Standards for Communications and Networking (CSCN), 15 Sep. 2025, Lead author, Last author, Corresponding author

A Novel Stochastic Channel Model for WPAN Short-Range Scenarios Based on 3GPP Framework and LoS Multipath Measurements at 105 GHz
Mihiro Hashimoto; Yusuke Koda; Norichika Ohmi; Hiroaki Endo; Hiroshi Harada
IEEE Open Journal of Vehicular Technology, Jul. 2025

統計的チャネルモデルに基づくミリ波・サブテラヘルツ帯チャネルシミュレータ～利用方法と基本伝送特性評価事例～
香田優介; 原田博司
信学技報 SRW2025-14, 06 Jun. 2025

超広帯域ソフトウェア通信プラットフォームを用いたサブテラヘルツ帯5G-NR信号の短距離無線伝送特性
岡松夢幸; 森聖太; 香田優介; 原田博司
信学技報 SRW2025-3, 06 Jun. 2025

User Guide for Sub-THz Link-Level Evaluations based on the Kyoto University Channel Generator
Yusuke Koda; Hiroshi Harada
Techrxiv, 04 Jun. 2025, Lead author

V2Xシングルホップ通信におけるカメラ画像に基づく遮蔽予測を用いた経路構築法
REN YIJIA; 中上拓磨; 香田優介; 原田博司
信学技報, 15 May 2025

5 GHz帯RIS反射板を利用した交差点環境における5G-NR V2X通信システムの基礎伝送特性
後藤英徳; 下村真輝; 森聖太; 香田優介; 原田博司
信学技報, 15 May 2025

［招待講演］6G時代におけるミリ波・テラヘルツ波無線通信システム開発のための伝搬チャネル生成プラットフォーム
香田優介; 大見則親; 原田博司
信学技報, Mar. 2025

5G-NR サイドリンク信号を用いた V2X 端末間リレー通信によるカバレッジ拡張効果の基礎実験評価
下村真輝; 川松大輝; 森聖太; 香田優介; 原田博司
信学技報 RCS2024-191, Dec. 2024

NR Sidelink-Based Virtual Community Network in mmWave Unlicensed Band: Deployment Ecosystem, Requirements, and Link-Level Evaluations
Yusuke Koda; Ryogo Okura; Hiroshi Harada
Techrxiv, Dec. 2024, Lead author

105 GHz Multipath Propagation Measurement and Comparison With 60 GHz in Office Desk Environment for Ultra-High Speed Sub-THz WPAN Systems
Masaki Maeda; Yusuke Koda; Norichika Ohmi; Hiroshi Harada
IEEE Open Journal of Vehicular Technology, 2025

Highly-Efficient Sidelink SSB Format and Synchronization Algorithm for Common-Mode Signaling in 5G NR Sidelink-Based mmWave WPAN Systems
Satoshi Uemori; Ryogo Okura; Yusuke Koda; Hiroshi Harada
2025 IEEE Wireless Communications and Networking Conference (WCNC), 24 Mar. 2025

Routing Method for 5G NR-based V2X Single-Hop Communication Using SNR and Communication Failure-Based Metrics
Takuma Nakaue; Daiki Kawamatsu; Yusuke Koda; Hiroshi Harada
2024 IEEE Conference on Standards for Communications and Networking (CSCN), 25 Nov. 2024

3D Double-Directional 105 GHz Channel Sounder for Ultra-wideband Low Sub-THz Propagation Measurement
Yusuke Koda; Mihiro Hashimoto; Hiroaki Endo; Norichika Ohmi; Hiroshi Harada
IEEE CCNC 2025 poster, 10 Jan. 2025

Double-Directional 105 GHz Multipath Propagation Measurement in Lecture Hall Environment
Mihiro Hashimoto; Hiroaki Endo; Yusuke Koda; Norichika Ohmi; Hiroshi Harada
IEEE CCNC 2025, 10 Jan. 2025

ミリ波帯統計的チャネルモデルの整理とそれに基づくミリ波帯・サブテラヘルツ波帯チャネルシミュレータの開発
香田優介; 大見則親; 原田博司
信学技報, Jul. 2024

105 GHz indoor omnidirectional power delay profile measurement in personal office desktop environment
Masaki Maeda; Yusuke Koda; Norichika Ohmi; Hiroshi Harada
IEEE VTC2024-Fall, Oct. 2024, Peer-reviewed, Corresponding author

全方位カメラ画像によるミリ波屋内近接通信マルチパス特性予測に向けた機械学習用データセットの構築
小田雅貴; 香田優介; 大見則親; 原田博司
信学技報, Jun. 2024

V2Xシングルホップ通信におけるSNRと通信成否をメトリックとして利用した経路構築法
中上拓磨; 川松大輝; 香田優介; 原田博司
信学技報, Jun. 2024

［ポスター講演］深層学習を用いた深度画像からのミリ波通信受信信号電力予測
中島功太; 香田優介; 山本高至; 岡本浩尚; 西尾理志; 守倉正博
信学技報 SR2018-34, Jul. 2018

Performance Evaluation of Low Sub-THz 5G NR Sidelink for Ultra-Wideband Short-Range Communication
Ryogo Okura; Yusuke Koda; Hiroshi Harada
IEEE VTC2024-Fall, Oct. 2024

［ショートペーパー］双方向ビームフォーミングフィードバック行列を用いたワイヤレスセンシングの精度向上手法
近藤綜太; 板原壮平; 山下皐太; 山本高至; 香田優介; 西尾理志; 田谷昭仁
信学技報, SeMI2021-69, Jan. 2022

［ショートペーパー］深層強化学習を用いたIEEE 802.11bcのためのACK-Lessレート制御の検討
神田高望; 香田優介; 紀平悠人; 山本高至; 西尾理志
信学技報 SeMI2021-74, Jan. 2022

コンピュータビジョンによる単一アンテナかつ単一アンカーを用いた RSSI 端末位置推定
角南智也; 板原壮平; 香田優介; 西尾理志; 山本高至
信学技報, SeMI2021-75, Jan. 2022

［ポスター講演］ビームフォーミングフィードバックを用いたワイヤレスセンシングにおける端末配置の推定精度への影響
近藤綜太; 山本高至; 香田優介; 山下皐太; 西尾理志; 田谷昭仁
信学技報 SeMI2021-46, Nov. 2021

［ポスター講演］フレームキャプチャからのCSI復元によるWiFiセンシング
花原遼祐; 板原壮平; 山下皐太; 香田優介; 田谷昭仁; 西尾理志; 山本高至
信学技報 SRW2021-48,SeMI2021-47,CNR2021-22, Nov. 2021

[ポスタ講演] 無線LANのための敵対的強化学習による干渉回避
信学技報 SeMI2020-25, Nov. 2020

Improved Time Cluster Stochastic Channel Model for mmWave Indoor Short-Range Communications
Mihiro Hashimoto; Yusuke Koda; Hiroshi Harada
2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 02 Sep. 2024

Comprehensive 3GPP-Compatible Channel Model for FR2-2 Short-Range Communications for Various Indoor Environments
Yusuke Koda; Norichika Ohmi; Hiroaki Endo; Hiroshi Harada
2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 02 Sep. 2024

95 GHz Indoor Propagation Measurement and 3GPP-Compatible Channel Model for Sub-THz Indoor Short-Range Communications
Yusuke Koda; Norichika Ohmi; Hiroaki Endo; Hiroshi Harada
IEEE Journal of Microwaves, 08 May 2025, Peer-reviewed, Lead author, Last author, Corresponding author

テラヘルツ帯におけるアンテナ回転によって測定された電力遅延プロファイル時刻補正手法
遠藤浩明; 香田優介; 大見則親; 原田博司
信学技報、SRW2023-62, Mar. 2024

105 GHz室内近接高速通信に向けた会議室デスクトップ環境における遅延プロファイル特性評価
橋本深広; 香田優介; 大見則親; 原田博司
信学技報、SRW2023-61, Mar. 2024

105 GHz帯における個人デスクトップ環境下での遅延プロファイル特性評価
前田将希; 香田優介; 大見則親; 原田博司
信学技報, SRW2023-60,, Mar. 2024

Synchronization Method for Physical Sidelink Broadcast Channel in 5G mmWave Sidelink Communication
上森智史; 大倉諒吾; 香田優介; 原田博司
信学技報 SRW2023-59, Mar. 2024

Toward 3GPP Sidelink-Based Millimeter Wave Wireless Personal Area Network for Out-of-Coverage Scenarios
Yusuke Koda; Ryogo Okura; Hiroshi Harada
IEEE Internet of Things Journal, 01 Nov. 2024

95 GHz Sub- THz Multipath Propagation Measurement for Indoor Conference Room Desktop
Yusuke Koda; Norichika Ohmi; Hiroaki Endo; Hiroshi Harada
2024 IEEE Wireless Communications and Networking Conference (WCNC), 21 Apr. 2024, Lead author

End-to-End Channel Modeling and Generation Software Based on Statistical mmWave Channel Model
Yusuke Koda; Ruiting Ouyang; Hiroshi Harada
IEEE Open Journal of Antennas and Propagation, Aug. 2023, Peer-reviewed, Lead author, Last author, Corresponding author

105 GHz Multipath Propagation Measurements and Path Loss Model for Sub-THz Indoor Short-Range Communications
Yusuke Koda; Norichika Ohmi; Hiroaki Endo; Hiroshi Harada
2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), 10 Oct. 2023, Lead author

Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach.
Hiroki Shimomura; Yusuke Koda; Takamochi Kanda; Koji Yamamoto 0001; Takayuki Nishio; Akihito Taya
IEEE CCNC, 2023

A time-alignment algorithm of multiple power delay profiles measured by antenna rotations towards flexible mmWave channel measurements
Hiroaki Endo; Yusuke Koda; Hishoshi Harada
IEEE VTC2023-spring recent results, Jun. 2023

Design of 3GPP-based millimeter-wave band wireless virtual community network
Hiroshi Harada; Shota Mori; Norichika Ohmi; Yusuke Koda; Keiichi Mizutani
IEEE VTC2023-spring, recent results, Jun. 2023

6G時代のミリ波無線通信システム
原田博司; 森聖太; 大見則親; 香田優介; 水谷圭一
電子情報通信学会信学技報 SRW2022-59, Mar. 2023

ミリ波 5G サイドリンク通信における見通し外端末への報知信号中継アルゴリズム
大倉諒吾; 香田優介; 原田博司
電子情報通信学会 SRW2022-44, Mar. 2023

Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction
Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
arXiv:2007.08208, Jul. 2020

[Poster] Handover Control for mmWave Networks with Proactive Performance Prediction Using Depth Images and Deep Reinforcement Learning
Yusuke Koda; Kota Nakashima; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
IEICE Technical Report; IEICE Tech. Rep., Nov. 2019

方策勾配型強化学習を用いたEDCAにおける送信遅延時間短縮の検討
新﨑聖峰; 香田優介; 山本高至; 西尾理志; 守倉正博
電子情報通信学会信学技報 IEICE Technical Report RCS2019-52, Jun. 2019

強化学習による遮蔽者の位置情報を活用したミリ波通信ハンドオーバ制御の実験的評価
香田優介; 山本高至; 西尾理志; 守倉正博
電子情報通信学会技術研究報告; 信学技報, Jul. 2018, Lead author

遮蔽者の位置情報を活用したミリ波通信ハンドオーバ制御への強化学習応用
香田優介; 山本高至; 西尾理志; 守倉正博
電子情報通信学会信学技報 SR2017-131, Mar. 2018

信号区間推定機能を備えた簡易なIEEE 802.11ad ミリ波信号電力測定システムの実現 (スマート無線)
香田優介; 山本高至; 西尾理志; 守倉正博
電子情報通信学会技術研究報告= IEICE technical report: 信学技報, Jul. 2017

信号区間推定機能を備えた簡易な IEEE 802.11ad ミリ波信号電力計測システムの実現
香田優介; 山本高至; 西尾理志; 守倉正博
電子情報通信学会信学技報 SR2016-88, Jan. 2017

RGB-D カメラによる統計的手法に基づいたミリ波通信人体遮蔽予測
香田優介; 小熊優太; 西尾理志; 山本高至; 守倉正博
電子情報通信学会技術研究報告= IEICE technical report: 信学技報, Mar. 2016, Lead author

3GPP-Compatible Channel Generation Framework for FR2-2 Indoor Short-Range Communication
Yusuke Koda; Ruiting Ouyang; Norichika Ohmi; Hiroshi Harada
IEEE Open Journal of Antennas and Propagation, 2023

Survey, Taxonomy, and Unification of Standard mmWave Channel Models for WPAN, WLAN, and Cellular Systems in 6G
Yusuke Koda; Ruiting Ouyang; Norichika Ohmi; Hiroshi Harada
IEEE Communications Standards Magazine, Sep. 2024, Peer-reviewed, Lead author, Last author, Corresponding author

Adversarial Reinforcement Learning-based Coordinated Robust Spatial Reuse in Broadcast-Overlaid WLANs
Yuto KIHIRA; Yusuke KODA; Koji YAMAMOTO; Takayuki NISHIO
IEICE Transactions on Communications, 2022

Beamforming Feedback-Based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study
Sohei Itahara; Sota Kondo; Kota Yamashita; Takayuki Nishio; Koji Yamamoto; Yusuke Koda
IEEE Access, Jun. 2022
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ACK-Less Rate Adaptation Using Distributional Reinforcement Learning for Reliable IEEE 802.11bc Broadcast WLANs
Takamochi Kanda; Yusuke Koda; Yuto Kihira; Koji Yamamoto; Takayuki Nishio
IEEE Access, Jun. 2022
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Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning
Masao Shinzaki; Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura; Yushi Shirato; Daisei Uchida; Naoki Kita
IEEE Transactions on Cognitive Communications and Networking, Mar. 2022, Corresponding author

ACK-Less Rate Adaptation for IEEE 802.11bc Enhanced Broadcast Services Using Sim-to-Real Deep Reinforcement Learning
Takamochi Kanda; Yusuke Koda; Koji Yamamoto; Takayuki Nishio
2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 08 Jan. 2022

Frame-Capture-Based CSI Recomposition Pertaining to Firmware-Agnostic WiFi Sensing
Ryosuke Hanahara; Sohei Itahara; Kota Yamashita; Yusuke Koda; Akihito Taya; Takayuki Nishio; Koji Yamamoto
2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 08 Jan. 2022

Interference-free AP identification and shared information reduction for tabular Q-learning-based WLAN coordinated spatial reuse
Yuto Kihira; Koji Yamamoto; Akihito Taya; Takayuki Nishio; Yusuke Koda; Kazuto Yano
IEICE Communications Express, 2022

Penalized and Decentralized Contextual Bandit Learning for WLAN Channel Allocation with Contention-Driven Feature Extraction
Kota YAMASHITA; Shotaro KAMIYA; Koji YAMAMOTO; Yusuke KODA; Takayuki NISHIO; Masahiro MORIKURA
IEICE Transactions on Communications, 2022

Bi-Directional Beamforming Feedback-Based Firmware-Agnostic WiFi Sensing: An Empirical Study
Sota Kondo; Sohei Itahara; Kota Yamashita; Koji Yamamoto; Yusuke Koda; Takayuki Nishio; Akihito Taya
IEEE Access, 2022
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Communication-Oriented Model Fine-Tuning for Packet-Loss Resilient Distributed Inference Under Highly Lossy IoT Networks
Sohei Itahara; Takayuki Nishio; Yusuke Koda; Koji Yamamoto
IEEE Access, 2022
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AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning
Yusuke Koda; Jihong Park; Mehdi Bennis; Praneeth Vepakomma; Ramesh Raskar
2021 IEEE Global Communications Conference (GLOBECOM), Dec. 2021, Peer-reviewed, Lead author

Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking
Yusuke Koda; Masao Shinzaki; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura; Yushi Shirato; Daisei Uchida; Naoki Kita
IEEE Transactions on Cognitive Communications and Networking, Dec. 2021, Lead author, Corresponding author

When Wireless Communications Meet Computer Vision in Beyond 5G
Takayuki Nishio; Yusuke Koda; Jihong Park; Mehdi Bennis; Klaus Doppler
IEEE Communications Standards Magazine, Jun. 2021

Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data
Sohei Itahara; Takayuki Nishio; Yusuke Koda; Masahiro Morikura; Koji Yamamoto
IEEE Transactions on Mobile Computing, 01 Jan. 2023
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Stochastic Geometry Analysis of Wireless Backhaul Networks with Beamforming in Roadside Environments
Yuxiang FU; Koji YAMAMOTO; Yusuke KODA; Takayuki NISHIO; Masahiro MORIKURA; Chun-hsiang HUANG; Yushi SHIRATO; Naoki KITA
IEICE Transactions on Communications, 01 Jan. 2021

Differentially Private Aircomp Federated Learning with Power Adaptation Harnessing Receiver Noise
Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
GLOBECOM 2020 - 2020 IEEE Global Communications Conference, Dec. 2020, Lead author, Corresponding author

Deep Reinforcement Learning-based Beam Tracking from mmWave Antennas Installed on Overhead Messenger Wires
Masao Shinzaki; Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura; Chun-hsiang Huang; Yushi Shirato; Naoki Kita
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), Nov. 2020

Adversarial Reinforcement Learning-based Robust Access Point Coordination Against Uncoordinated Interference
Yuto Kihira; Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), Nov. 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction
Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura; Kota Nakashima
IEEE Communications Letters, Jun. 2020, Lead author, Corresponding author

Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning
Yusuke Koda; Kota Nakashima; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
IEEE Transactions on Cognitive Communications and Networking, Jun. 2020, Lead author, Corresponding author

Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks
Yusuke Koda; Kota Nakashima; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC), Jan. 2020, Lead author, Corresponding author

Reducing Transmission Delay in EDCA Using Policy Gradient Reinforcement Learning
Masao Shinzaki; Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC), Jan. 2020

One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction
Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 09 Dec. 2019, Lead author, Corresponding author

Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks
Takayuki Nishio; Hironao Okamoto; Kota Nakashima; Yusuke Koda; Koji Yamamoto; Masahiro Morikura; Yusuke Asai; Ryo Miyatake
IEEE Journal on Selected Areas in Communications, Nov. 2019

Impact of Input Data Size on Received Power Prediction Using Depth Images for mm Wave Communications
Kota Nakashima; Yusuke Koda; Koji Yamamoto; Hironao Okamoto; Takayuki Nishio; Masahiro Morikura; Yusuke Asai; Ryo Miyatake
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), Aug. 2018

Reinforcement learning based predictive handover for pedestrian-aware mmWave networks
Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Apr. 2018, Lead author, Corresponding author

Measurement Method of Temporal Attenuation by Human Body in Off-the-Shelf 60 GHz WLAN with HMM-Based Transmission State Estimation
Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
Wireless Communications and Mobile Computing, 2018, Lead author, Corresponding author

Time Series Measurement of IEEE 802.11ad Signal Power Involving Human Blockage with HMM-Based State Estimation
Yusuke Koda; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), Sep. 2017, Lead author, Corresponding author

Statistical prediction of human blockage for camera-assisted mmWave communications
Yusuke Koda; Yuta Oguma; Takayuki Nishio; Koji Yamamoto; Masahiro Morikura
IEEE VTS Asia Pacific Wireless Communications Symposium, Aug. 2016, Lead author, Corresponding author

Misc.

Views on Additional RAN1-led Topics: Study Proposal of Sidelink Evolution above 30 GHz for Internet of Everything
Contribution to 3GPP RAN #102, RP-233177, Dec. 2023

Discussion on U2U relay
Contribution to 3GPP RAN2#123-bis, R2-2311114, Oct. 2023

Presentations

Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction
Yusuke Koda; Jihong Park; Mehdi, Bennis; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
Workshop on Split Learning for Distributed Machine Learning (SLDML’21), 05 Mar. 2021, Invited

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction
Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura
Workshop on Split Learning for Distributed Machine Learning (SLDML’21), 05 Mar. 2021, Invited

Visual data-driven millimeter wave communication systems
Yusuke Koda
京都大学大学院情報学研究科通信情報システム専攻談話会, 15 Oct. 2021, Invited

Over-the-Air Computation for Scalable, Lightweight, and Privacy Preserving Edge Machine Learning
Yusuke Koda
電子情報通信学会ソサイエティ大会, 15 Sep. 2021, Invited

Industrial Property Rights

特開7514477B2, 特願2020196925, 無線通信装置、無線通信システム及びビーム方向補正方法
黄俊翔; 白戸裕史; 北直樹; 山本高至; 香田優介

特許7393765, 特願2020-104391, 無線通信装置、ビーム方向制御装置、ビーム方向制御方法及びプログラム
黄俊翔; 白戸裕史; 北直樹; 山本高至; 香田優介

特許7236708, 特開2022-046051, 特願2020-151896, 制御装置、それを備えた無線局、コンピュータに実行させるためのプログラムおよびプログラムを記録したコンピュータ読み取り可能な記録
山本高至; 香田優介; 紀平悠人; 矢野一人

Awards

03 Feb. 2025
戦略的情報通信研究開発推進事業(SCOPE)研究開発奨励賞(総務省)

03 Feb. 2025
戦略的情報通信研究開発推進事業(SCOPE)研究開発奨励賞(総務省)

05 Dec. 2024
the 2023 Best Paper Award from IEEE Transactions on Mobile Computing
Official journal
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Koji Yamamoto, Masahiro Morikura

25 Sep. 2017
IEEE VTS Tokyo Chapter Young Researcher's Encouragement Award

18 Feb. 2021
第１７回IEEE関西支部学生研究奨励賞

19 Mar. 2020
第３５回電気通信普及財団賞テレコムシステム技術賞

25 Mar. 2021
第３６回電気通信普及財団賞テレコムシステム技術学生賞

25 Jan. 2022
２０２１年度C&C若手優秀論文賞（公益財団法人NEC　C&C財団）

27 Nov. 2019
超知性ネットワーキングに関する分野横断型研究会優秀ポスター発表賞（IEICE）

11 Mar. 2021
第８３回電子情報通信学会学術奨励賞

External funds: others

(Declined) Application-aware beyond-level A wireless communications
Japan society for the promotion of science (JSPS), Overseas Research Fellowship

Differentially private airComp federated learning with power adaptation harnessing receiver noise
C&C public interest incorporated foundation, International conference travel grant
From 07 Dec. 2020, To 11 Dec. 2020

Camera-assisted Framework for Reliable, Decentralized, and Ultra-Dense Millimeter Wave Networks
Nokia Foundation, Centennial Scholarship
From 16 Jun. 2019, To 06 Sep. 2019

Last Updated :2026/08/20

Education

Teaching subject(s)

From 01 Apr. 2026, To 31 Mar. 2027
Modulation Theory in Electrical Communication
6032, Spring, Faculty of Engineering, 2

From 01 Apr. 2026, To 31 Mar. 2027
Advanced Practice of Electrical and Electronic Engineering
6202, Fall, Faculty of Engineering, 2

From 01 Apr. 2026, To 31 Mar. 2027
Information and Communication Engineering
6115, Spring, Faculty of Engineering, 2

From 01 Apr. 2026, To 31 Mar. 2027
Information Transmission
6033, Fall, Faculty of Engineering, 2

From 01 Apr. 2026, To 31 Mar. 2027
Digital Communications Engineering
3622, Spring, Graduate School of Informatics, 2

From 01 Apr. 2025, To 31 Mar. 2026
Advanced Practice of Electrical and Electronic Engineering
6202, Fall, Faculty of Engineering, 2

From 01 Apr. 2024, To 31 Mar. 2025
Advanced Practice of Electrical and Electronic Engineering
6202, Fall, Faculty of Engineering, 2

From 01 Apr. 2023, To 31 Mar. 2024
Advanced Practice of Electrical and Electronic Engineering
6202, Fall, Faculty of Engineering, 2

Last Updated :2026/08/20

Administration

Faculty management (title, position)

From 01 Apr. 2023, To 31 Mar. 2026
システム運用WG委員

From 01 Apr. 2023, To 31 Mar. 2026
情報セキュリティWG委員

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