Kaneko Megumi | Researcher Information

The University of Tokyo The Graduate School of Information Science and Technology, Department of Computer Science Professor

2024 - 2029 Open Digital Infrastructure through the Convergence of Telecommunications and AI
2023 - 2027 LIGHTweight edge artificial intelligence for Sensing and WIreless communications in connected FacTories (LIGHT-SWIFT)
2022 - 2027 Energy and Radio Resource Efficiency Optimization for 6G Smart IoT Communications
2023 - 2024 Optimized Multi-Connectivity and Resource Utilization for High Reliability Wireless Communications
2020 - 2024 Researches on Model-aided Learning Approaches for Reliable Realtime Control in Future Wireless Systems

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Jiali Wang, Megumi Kaneko. Exploiting Beam Split-based Multi-User Diversity in Terahertz MIMO-OFDM Systems. IEEE Wireless Communications Letters. 2024. 1-5
H. De Oliveira, M. Kaneko, L. Boukhatem. Smart Band Association for Wireless IoT Networks: a Personalized Federated Multi-Agent Deep Reinforcement Learning Approach. IEEE VTC-Fall 2024. 2024. 1-6
H. De Oliveira, M. Kaneko, L. Boukhatem. Federated Multi-Agent Deep Reinforcement Learning for Intelligent IoT Wireless Communications. IEEE Vehicular Technology Magazine. 2024
Y. Shnaiwer, M. Kaneko. A Risk-Averse Outage Probability Minimization Method for RIS-Aided RSMA Systems. IEEE Networking Letters. 2024
Megumi Kaneko, Thi Ha Ly Dinh, Yousef Shnaiwer, Kenichi Kawamura, Daisuke Murayama, Yasushi Takatori. A Multi-Agent Risk-Averse Reinforcement Learning Method for Reliability Enhancement in Sub-6GHz/mmWave Mobile Networks. IEEE Wireless Communications Letters. 2024

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Y. Shnaiwer, M. Kaneko. Optimized Multi-Connectivity and Resource Utilization for High Reliability Wireless Communications (FY2023). NTT Technical Report. 2024. 1-61
金子めぐみ. 無線資源・エネルギー資源を最大限に活かす無線ネットワーク設計. SICE 計測と制御「FACE the future」. 2023. 62. 10. 1-2
A Multi-Agent Risk-Averse Reinforcement Learning Method for Improving Reliability in Sub6GHz/mmWave Wireless Networks. RCS Technical Report. 2023. 123. 224. 25-25
T.H.L. Dinh, M. Kaneko. Optimized Multi-Connectivity and Resource Utilization for High Reliability Wireless Communications (FY2022). NTT Technical Report. 2023. 1-74
T.H.L. Dinh, M. Kaneko, K. Kawamura, D. Murayama, T. Moriyama, Y. Takatori. A Multi-Agent Risk-Averse Reinforcement Learning Method for Reliability Enhancement in Sub6GHz/mmWave Networks. Proc. of IEICE General Conference, BS-2-7. 2023. 1-2

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複数無線インタフェースを備える無線機器での接続先の最適化方法およびシステム
Wireless Communication Control Method, Wireless Communication System, Wireless Communications Program
Apparatus for centralized unit, communication systems, methods and programs
Apparatus for communication systems, methods and programs
Wireless Communication System, Wireless Terminal, Centralized Controller and Wireless Communication Methods

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« LIGHT-SWIFT » LIGHTweight edge artificial intelligence for Sensing and WIreless communications in connected FacTories
(ANR/JST SICORP Edge AI Kickoff Workshop 2024)
マルチ無線アクセス環境における、高信頼用通信のための利用無線リソース最適制御技術~NTT-NII共同研究 (R5)~
(NTT セミナー 2024)
Spectrum and Energy Efficiency Optimization for Next Generation Wireless Communications Systems ~ Overview of Research Activities ~
(Invited Talk at INRIA-INSA Lyon, France 2023)
A Multi-Agent Risk-Averse Reinforcement Learning Method for Improving Reliability in Sub6GHz/mmWave Wireless Networks
(IEICE RCS workshop 2023)
次世代無線通信システムのための無線資源とエネルギー資源の利用最適化
(東京大学コンピュータ科学専攻講演会 2023)

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HDR (Habilitation à Diriger des Recherches) (Paris-Sud University, France)
Ph.D. (Aalborg University, Denmark)

2024/10 - 現在 The University of Tokyo The Graduate School of Information Science and Technology, Department of Computer Science Professor
2024/04 - 現在 National Institute of Informatics Information Systems Architecture Science Research Division Professor
2016/04 - 2024/03 National Institute of Informatics Information Systems Architecture Science Research Division Associate Professor
2017/05 - Paris-Saclay University/Paris-Sud University Laboratoire de Recherche en Informatique (LRI) Habilitation à Diriger des Recherches (HDR)
2016/05 - 2016/06 Paris-Sud University Laboratoire de Recherche en Informatique (LRI) Invited Professor

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2022/06 - 現在 IEEE Wireless Communications Letters Associate Editor
2020/09 - 現在 Ministry of Foreign Affairs of Japan (MOFA) Member of the Advisory Board for Promoting Science and Technology Diplomacy
2020/02 - 現在 IEEE Transactions on Wireless Communications Associate Editor
2019/09 - 現在 IEEE Communications Letters Associate Editor
2018/10 - 現在総務省総合通信基盤局電波部電波政策課「戦略的情報通信研究開発推進事業(SCOPE)」専門評価委員

2018/10 - 現在総務省総合通信基盤局電波部電波政策課電波利用料による研究開発等の評価に関する会合」構成員

2018/05 - 現在 IEICE Radio Communication Systems Conference Technical Committee Member

2018/05 - 現在電子情報通信学会無線通信システム研究会 (RCS) 専門委員

2014/05 - 現在 IEICE Communication Quality Conference Technical Committee Member

2014/05 - 現在電子情報通信学会コミュニケーションクオリティ研究会 (CQ) 専門委員

2024/01 - 2024/01 Bourses du Gouvernement Français, Excellence France-Japon Member of Jury, Science and Technology Division

2023/05 - 2023/11 IEEE WPMC Track co-chair

2022/09 - 2023/06 IEEE IEEE VTC-Spring Track co-chair

2022/04 - 2023/05 IEEE Infocom 2023 TPC member

2017/06 - 2022/05 IEICE Transactions on Communications Associate Editor

2017/06 - 2022/03 電子情報通信学会英文論文誌B (EB) 編集委員

2019/04 - 2020/05 IEEE VTC-Spring 2020 Symposium Track Lead co-Chair, "Applications of Artificial Intelligence with Machine Learning"

2018/11 - 2019/07 電子情報通信学会英文論文誌B小特集, Special Section on Drone Networks 編集委員

2018/11 - 2019/07 総務省総合通信基盤局電気通信事業部電気通信技術システム課番号企画室「IoT時代の電気通信番号に関する研究会」構成員

2018/11 - 2019/04 IEICE Transactions on Communications Award Committee Member

2018/11 - 2019/04 電子情報通信学会英文論文誌B (EB) 論文賞選定委員

2018/10 - 2019/04 IEEE INFOCOM workshop “The First International Workshop on Resilient and Secure IoT for Health” Organizing and Steering Committee co-Chair

2018/05 - 2018/09 電子情報通信学会通信ソサイエティ革新的無線通信技術に関する横断型研究会 (MIKA) 実行委員

2017/10 - 2018/08 11th IEEE International Conference on Internet of Things (iThings 2018) TPC co-Chair

2016/12 - 2018/07 IEICE Transactions on Communications, Special Section on Communication Quality in Wireless Networks Associate Editor

2016/12 - 2018/07 電子情報通信学会英文論文誌B小特集, Special Section on Communication Quality in Wireless Networks 編集委員

2017/10 - 2018/04 11th IEEE International Conference on Internet of Things (iThings 2018) TPC co-Chair

2017/10 - 2018/04 IEEE IFIP Wireless Days Conference 2018 TPC co-Chair

2017/10 - 2018/04 10th IEEE IFIP Wireless Days Conference 2018 TPC co-Chair

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2023/04 - IEEE INFOCOM 2023 (Core Rank A*) Distinguished TPC Member
2023/01 - IEEE Consumer Communications & Networking Conference (IEEE CCNC) 2023 Best Paper Runner-Up Award (2nd over 271, top 0.7%) "Deep Reinforcement Learning-based Uplink Power Control in Cell-Free Massive MIMO"
2021/09 - KDDI Foundation 2021 KDDI Foundation's Contribution Award for outstanding research on improving radio resource utilization in mobile networks
2020/12 - IEEE Communications Letters Exemplary Editor Award
2019/04 - The Young Scientists’ Prize from the Minister of Education, Culture, Sports, Science and Technology of Japan

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IEICE , IEEE Senior Member , ACM