Rchr
J-GLOBAL ID：201401004503478858
Update date: Feb. 06, 2024
Nishio Takayuki
ニシオ タカユキ | Nishio Takayuki
Affiliation and department：
Tokyo Institute of Technology School of Engineering
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Detailed information
Job title：
Associate Professor
Homepage URL (1)：
https://nishio-laboratory.github.io/
Research field (2)：
Intelligent informatics
, Information networks
Research theme for competitive and other funds (7)：
2022 - 2026 多様な環境に適用可能なコンピュータビジョンと無線通信のクロスモーダルセンシング
2021 - 2024 情報鮮度 AoI に関する基礎理論の確立と多様な情報通信システムへの応用
2018 - 2022 Computer vision for wireless communications
2018 - 2022 Space-Time Interaction Design: Fusion of Stochastic Geometry and Game Theory
2017 - 2021 Proactive mmWave Communication Management Using Spatiotemporal Sensing Information
2012 - 2016 Batteryless M2M networks consisting of enormous number of terminals
2013 - 2015 Camera-assisted Wireless Media Access Control toward Future WLAN
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Papers (149)：
Ryusei Sugano, Ryoichi Shinkuma, Takayuki Nishio, Narayan B. Mandayam. Watch From Sky: Machine-Learning-Based Multi-UAV Network for Predictive Police Surveillance. 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC). 2023
Hiroki Shimomura, Yusuke Koda, Takamochi Kanda, Koji Yamamoto 0001, Takayuki Nishio, Akihito Taya. Vision-Aided Frame-Capture-Based CSI Recomposition for WiFi Sensing: A Multimodal Approach. CCNC. 2023. 913-914
Takayuki Nishio, Masataka Nakahara, Norihiro Okui, Ayumu Kubota, Yasuaki Kobayashi, Keizo Sugiyama, Ryoichi Shinkuma. Anomaly Traffic Detection with Federated Learning toward Network-based Malware Detection in IoT. GLOBECOM 2022 - 2022 IEEE Global Communications Conference. 2022. 299-304
Ayano Higuchi, Erika Takeshita, Daisuke Hisano, Yukito Inoue, Kazuki Maruta, Takayuki Nishio, Yuko Hara-Azumi, Yu Nakayama. Aquatic Fronthaul for Underwater-Ground Communication in 6G Mobile Communications. IEEE 95th Vehicular Technology Conference (VTC-Spring) Workshop on ICA. 2022. 1-6
Masao Shinzaki, Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita. Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning. IEEE Transactions on Cognitive Communications and Networking. 2022. 8. 1. 232-245
ｍore...
MISC (102)：
田谷昭仁, 田谷昭仁, 守倉正博, 山本高至, 西尾理志. Self Expanding Vehicular Cloud Computing Platform. 立石科学技術振興財団助成研究成果集(Web). 2020. 29
Coverage Expansion in mmWave V2I Communications by Deep Reinforcement Learning Based Vehicle Re-deployment. 2018. 117. 450. 317-322
田谷 昭仁, 西尾 理志, 守倉 正博, 山本 高至. Coverage Expansion of Vehicular Millimeter Wave Communication with Multi-hop Relaying (モバイルネットワークとアプリケーション). 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報. 2017. 117. 308. 13-18
Centralized base station sleep control via submodular optimization for green mm Wave networks. 2017. 117. 185. 53-58
Time Series Measurement of IEEE 802.11ad Signal Power Involving Human Blockage with HMM-based State Estimation. 2017. 117. 132. 147-151
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Patents (4)：
管理装置、コンピュータに実行させるためのプログラムおよびそのプログラムを記録したコンピュータ読み取り可能な記憶媒体
無線通信用集積回路 無線端末および無線通信方法
通信制御方法、及び、通信装置
分散制御アクセス方式(送信確率算出方法)
Lectures and oral presentations (113)：
[チュートリアル講演]深層学習応用チュートリアル
(信学技報 2018)
[ポスター講演]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
(信学技報 2018)
[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
(信学技報 2018)
[ポスター講演]モバイルエッジにおける効率的な分散機械学習手法の検討
(信学技報 2018)
[ポスター講演]周波数共用型車車間通信ネットワークにおける排他領域の最適化
(信学技報 2018)
ｍore...
Professional career (1)：
Ph.D (Informatics) (Kyoto Univ.)
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