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Du Zhaoyang  杜 兆陽

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DU ZHAOYANG  杜 兆陽

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Researcher Number 70938547
Other IDs
Affiliation (Current) 2026: 電気通信大学, 大学院情報理工学研究科, 特任研究員
Affiliation (based on the past Project Information) *help 2026: 電気通信大学, 大学院情報理工学研究科, 特任研究員
2023 – 2024: 電気通信大学, 大学院情報理工学研究科, 特任研究員
2022: 電気通信大学, 大学院情報理工学研究科, UECポスドク研究員
Review Section/Research Field
Principal Investigator
Basic Section 60060:Information network-related
Keywords
Principal Investigator
LSTM / ドローン / エッジ-クラウドネットワーク / フェデレーテッドラーニング / 車両ネットワーク / エッジコンピューティング / 深層強化学習 / 自動運転 / フェデレーテッド・ラーニング
  • Research Projects

    (2 results)
  • Research Products

    (8 results)
  •  ニューロシンボリックAIとセマンティック通信の融合による高信頼協調型自動運転基盤Principal Investigator

    • Principal Investigator
      杜 兆陽
    • Project Period (FY)
      2026 – 2028
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      The University of Electro-Communications
  •  Hierarchical Federated Learning for Scalable and High-Efficiency Control in Autonomous Driving SystemsPrincipal Investigator

    • Principal Investigator
      DU ZHAOYANG
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      The University of Electro-Communications

All 2024 2023 2022

All Journal Article Presentation

  • [Journal Article] DRL-Assisted Network Selection for Federated IoV2023

    • Author(s)
      Wang Ganggui、Wu Celimuge、Du Zhaoyang、Yoshinaga Tsutomu、Yin Rui、Zhong Lei
    • Journal Title

      IEEE Internet of Things Magazine

      Volume: 6 Issue: 3 Pages: 86-90

    • DOI

      10.1109/iotm.001.2300080

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Journal Article] A Q-Learning-Based Load Balancing Method for Real-Time Task Processing in Edge-Cloud Networks2023

    • Author(s)
      Du Zhaoyang、Peng Chunrong、Yoshinaga Tsutomu、Wu Celimuge
    • Journal Title

      Electronics

      Volume: 12 Issue: 15 Pages: 3254-3254

    • DOI

      10.3390/electronics12153254

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Presentation] Enhancing Deep Reinforcement Learning for MEC Task Offloading with Fuzzy Logic Based Pre-training2024

    • Author(s)
      Zhaoyang Du
    • Organizer
      コミュニケーションクオリティ研究会
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Presentation] Hier-FedMeta: A Hierarchical Federated Meta-Learning Framework for Personalized and Efficient IoV Systems2024

    • Author(s)
      Zhaoyang Du
    • Organizer
      The 2024 IEEE 99th Vehicular Technology Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Presentation] Fuzzy Logic-based Enhanced Edge Server Selection for Hierarchical Federated Learning2024

    • Author(s)
      Zhaoyang Du
    • Organizer
      The 2024 IEEE Global Communications Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Presentation] Performance Analysis of On-device Hierarchical Federated Learning Frameworks2023

    • Author(s)
      Zhaoyang Du
    • Organizer
      コミュニケーションクオリティ研究会(CQ)
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Presentation] On-device Federated Learning with Fuzzy Logic based Client Selection2022

    • Author(s)
      Zhaoyang Du
    • Organizer
      the 2022 International Conference on Research in Adaptive and Convergent Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17880
  • [Presentation] On-device Federated Learning with Fuzzy Logic based Client Selection2022

    • Author(s)
      Zhaoyang Du
    • Organizer
      コミュニケーションクオリティ研究会
    • Data Source
      KAKENHI-PROJECT-22K17880

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