Tatsuaki Kimura

キムラタツアキ | Tatsuaki Kimura

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： http://www1.doshisha.ac.jp/~islab/kimura/

Research field (1)： Mathematical informatics

Research keywords (6)：無線通信ネットワーク , 確率モデリング , ネットワーク監視・管理 , 確率幾何 , 確率過程 , 待ち行列理論,マルコフ過程

Research theme for competitive and other funds (3)：

2023 - 2026 サイバーフィジカル同時最適化のためのネットワーク制御
2022 - 2026 Study on fundamental technologies for distributed control of UAV base station networks
2019 - 2022 ユーザの分布が時空間上で非均質な無線ネットワークにおけるリアルタイム制御法の研究

Papers (49)：

Koki Fujieda, Tatsuaki Kimura, Tetsuya Takine. Handover Analysis in Aerial Base Station Networks With Different Altitudes. IEEE Communications Letters. 2024. 28. 1. 138-142
Kiichi Tokuyama, Tatsuaki Kimura, Naoto Miyoshi. Periodic Handover Skipping in Cellular Networks: Spatially Stochastic Modeling and Analysis. IEEE Transactions on Wireless Communications. 2024. 23. 1. 91-103
Hiroshi Yamauchi, Tatsuaki Kimura. Deep Reinforcement Learning Based Command Control System for Automating Fault Diagnosis. 2023 IEEE/IFIP 19th International Conference on Network and Service Management (CNSM). 2023
Keitaro Kaida, Tatsuaki Kimura, Hiroshi Yamauchi, Tetsuya Takine. Poster: COPA -- Parsing Outputs of CLI Commands for Failure Diagnosis of Network Devices. Proceedings of the 2023 ACM on Internet Measurement Conference (IMC). 2023
Kotaro Hatanaka, Tatsuaki Kimura, Yuka Komai, Keisuke Ishibashi, Masahiro Kobayashi, Shigeaki Harada. Extraction and Prediction of User Communication Behaviors From DNS Query Logs Based on Nonnegative Tensor Factorization. IEEE Transactions on Network and Service Management. 2023. 20. 3. 2611-2624

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MISC (3)：

木村達明, 小蔵正輝. UAV空中基地局ネットワークの自律分散型配置法. システム制御情報学会会誌. 2022. 66. 11. 434-439
木村達明. Performance Analysis of Wireless Communication Networks via Stochastic Geometry Approach. 電子情報通信学会誌. 2022. 105. 1
木村達明, 渡邉暁, 渡辺敬志郎. ルータ・コマンド出力のブロック構造抽出法-Extracting Block Structure from Router Command Output Data. 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報. 2015. 115. 192. 35-40

Lectures and oral presentations (35)：

Machine Learning based Automatic Command Control System for Fault Diagnosis of Communication Services
(電子情報通信学会技術研究報告(Web) 2021)
Distributed Deployment of Aerial Base Stations with RF Energy Harvesting
(電子情報通信学会技術研究報告(Web) 2021)
Performance analysis of UAV-based data harvesting network in a multi-user environment
(電子情報通信学会技術研究報告(Web) 2021)
Extraction of User Communication Behavior from DNS Query Logs by Nonnegative Tensor Factorization Approach
(電子情報通信学会技術研究報告(Web) 2021)
Theoretical performance analysis of emergency V2V communication and its broadcast rate optimization
(電子情報通信学会技術研究報告 2020)

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Education (3)：

Work history (3)：

2023/04 - 現在 Doshisha University Faculty of Science and Engineering Department of Information Systems Design Associate Professor
2018/08 - 2023/03 Osaka University Graduate School of Engineering
2010 - 2018 Nippon Telegraph and Telephone Corporation NTT Network Technology Laboratories Researcher

Committee career (14)：

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Awards (14)：

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Association Membership(s) (3)：

日本オペレーションズ・リサーチ学会 , IEICE , IEEE

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