Taya Akihito 田谷昭仁

… Alternative Names

Akihito Taya 田谷昭仁

Less

Researcher Number	10867948
Other IDs
Affiliation (Current)	2025: 東京大学, 生産技術研究所, 助教
Affiliation (based on the past Project Information) *help	2022 – 2024: 東京大学, 生産技術研究所, 助教 2021: 青山学院大学, 理工学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related Except Principal Investigator Basic Section 21020:Communication and network engineering-related
Keywords	Principal Investigator 自律分散システム / 能動的推論 / アクティブセンシング / センシング / 環境認識 / 深層学習 / 協調学習 / 関数空間 / フェデレーテッドラーニング / 環境適応 / Federated Learning / 分散協調学習 / 車車間通信 … More Except Principal Investigator … More センシング / 無線LAN / プライバシ / 無線センシング / 無線通信 Less

Active-Inference-Driven Cooperation Strategies in Sensor-Actuator Networks for Smart EnvironmentsPrincipal Investigator
- Principal Investigator
  
  田谷昭仁
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo
無線制御信号から漏洩するプライバシの保護
- Principal Investigator
  
  山本高至
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 21020:Communication and network engineering-related
- Research Institution
  Kyoto Institute of Technology
Adaptive Cooperative Learning for Spatio-Temporal Environmental Variation in Vehicular CommunicationsPrincipal Investigator
- Principal Investigator
  
  Akihito Taya
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  The University of Tokyo
  Aoyama Gakuin University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Sensing SNR-Based Feature Selection of Beamforming Feedback Toward Firmware-Agnostic WiFi Sensing2024
- Author(s)
  Shimomura Hiroki、Kondo Sota、Yamamoto Koji、Nishio Takayuki、Taya Akihito
- Journal Title
  
  IEEE Wireless Communications Letters
  
  Volume: 13 Issue: 5 Pages: 1439-1442
- DOI
  10.1109/lwc.2024.3373757
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K24831, KAKENHI-PROJECT-23K26109
[Journal Article] AMoND: Area-Controlled Mobile Ad-Hoc Networking With Digital Twin2023
- Author(s)
  Ono Shota、Yamazaki Taku、Miyoshi Takumi、Taya Akihito、Nishiyama Yuuki、Sezaki Kaoru
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 85224-85236
- DOI
  10.1109/access.2023.3304374
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17734
[Journal Article] Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space2022
- Author(s)
  Taya Akihito、Nishio Takayuki、Morikura Masahiro、Yamamoto Koji
- Journal Title
  
  IEEE Transactions on Signal and Information Processing over Networks
  
  Volume: 8 Pages: 799-814
- DOI
  10.1109/tsipn.2022.3205549
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Experimental Evaluation Toward Mobility-Driven Model Integration Between Edges2024
- Author(s)
  Shota Ono, Taku Yamazaki, Takumi Miyoshi, Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki
- Organizer
  2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs2023
- Author(s)
  Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki
- Organizer
  GLOBECOM 2023 - 2023 IEEE Global Communications Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] エッジ連合学習における端末の移動を考慮したパラメータ集約のタイミング制御2023
- Author(s)
  小野翔多, 山崎託, 三好匠, 田谷昭仁, 西山勇毅, 瀬崎薫
- Organizer
  電子情報通信学会SeMI研究会
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] エッジコンピューティングによる環境依存するミリ波帯V2V通信品質の予測手法2023
- Author(s)
  紅林勇陽，田谷昭仁，戸辺義人
- Organizer
  情報処理学会全国大会
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] 2次元固定LiDARの点群データの線分近似表現による移動物体軌跡の視覚化2023
- Author(s)
  窪田諒我，紅林勇陽，田谷昭仁，戸辺義人
- Organizer
  情報処理学会全国大会
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Federated Learningの基礎と応用2023
- Author(s)
  田谷昭仁
- Organizer
  計測自動制御学会計測部門スマートセンシングシステム部会研究発表会
- Invited
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] 無線LANにおけるビームフォーミングフィードバックと特異値分解の考察2023
- Author(s)
  下村大貴, 山本高至, 西尾理志, 田谷昭仁
- Organizer
  信学会RISING研究会
- Data Source
  KAKENHI-PROJECT-23K26109
[Presentation] ユーザの移動性を活用した地域連携型連合学習における学習モデル統合手法の評価2023
- Author(s)
  小野翔多，山崎託，三好匠，田谷昭仁，西山勇毅，瀬崎薫
- Organizer
  第31回マルチメディア通信と分散処理ワークショップ
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] 連合学習におけるスマートフォンの電力消費量の調査2023
- Author(s)
  小野翔多，山崎託，三好匠，田谷昭仁，西山勇毅，瀬崎薫
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Environment-Dependent Throughput Distribution Estimation Based on Bayesian Approach for mmWave Vehicular Communications2023
- Author(s)
  Yuhi Kurebayashi, Akihito Taya, and Yoshito Tobe
- Organizer
  The 2023 IEEE 97th Vehicular Technology Conference: VTC2023-Spring
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] 回転式LiDARの2次元点群のためのノンパラメトリック線分近似2022
- Author(s)
  窪田諒我，田谷昭仁，戸辺義人
- Organizer
  電子情報通信学会SeMI研究会 IEICE-SeMI2022-49
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Federated learning: privacy-preserving distributed machine learning in IoT2022
- Author(s)
  Akihito Taya
- Organizer
  Asia Pacific Conference on Robot IoT System Development and Platform
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Implementation-Agnostic Framework for Analysis of Environment-Dependent Relations2022
- Author(s)
  Akihito Taya
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] Distillation-based serverless federated learning over sensor networks2022
- Author(s)
  Akihito Taya
- Organizer
  2022 International Conference on Emerging Technologies for Communications
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17734
[Presentation] 計算資源の限られた小型センサ端末のための勾配ブースティング連合学習2021
- Author(s)
  山下優衣，田谷昭仁，戸辺義人
- Organizer
  第29回マルチメディア通信と分散処理ワークショップ
- Data Source
  KAKENHI-PROJECT-21K17734

1. 山本高至 (30423015)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
2. 西尾理志 (80711522)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results

Taya Akihito 田谷 昭仁

Akihito Taya 田谷 昭仁

Research Projects

Research Products

Co-Researchers

Active-Inference-Driven Cooperation Strategies in Sensor-Actuator Networks for Smart EnvironmentsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

無線制御信号から漏洩するプライバシの保護

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Adaptive Cooperative Learning for Spatio-Temporal Environmental Variation in Vehicular CommunicationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Sensing SNR-Based Feature Selection of Beamforming Feedback Toward Firmware-Agnostic WiFi Sensing2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] AMoND: Area-Controlled Mobile Ad-Hoc Networking With Digital Twin2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] Experimental Evaluation Toward Mobility-Driven Model Integration Between Edges2024

Author(s)

Organizer

Data Source

[Presentation] Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs2023

Author(s)

Organizer

Data Source

[Presentation] エッジ連合学習における端末の移動を考慮したパラメータ集約のタイミング制御2023

Author(s)

Organizer

Data Source

[Presentation] エッジコンピューティングによる環境依存するミリ波帯V2V通信品質の予測手法2023

Author(s)

Organizer

Data Source

[Presentation] 2次元固定LiDARの点群データの線分近似表現による移動物体軌跡の視覚化2023

Author(s)

Organizer

Data Source

[Presentation] Federated Learningの基礎と応用2023

Author(s)

Organizer

Data Source

[Presentation] 無線LANにおけるビームフォーミングフィードバックと特異値分解の考察2023

Author(s)

Organizer

Data Source

[Presentation] ユーザの移動性を活用した地域連携型連合学習における学習モデル統合手法の評価2023

Author(s)

Organizer

Data Source

[Presentation] 連合学習におけるスマートフォンの電力消費量の調査2023

Author(s)

Organizer

Data Source

[Presentation] Environment-Dependent Throughput Distribution Estimation Based on Bayesian Approach for mmWave Vehicular Communications2023

Author(s)

Organizer

Data Source

[Presentation] 回転式LiDARの2次元点群のためのノンパラメトリック線分近似2022

Author(s)

Taya Akihito 田谷昭仁

Akihito Taya 田谷昭仁