KENSHI SAHO

サホケンシ | KENSHI SAHO

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://sites.google.com/site/kenshisaho1986/home

Research field (4)： Rehabilitation science , Control and systems engineering , Measurement engineering , Perceptual information processing

Research keywords (9)： IoTセンシング , Radar signal and image processing , Microwave radar , Cognitive function assessment , Motion analysis and recognition , Ultrasound sensing , Tracking filter , Sensor fusion , Doppler radar

Research theme for competitive and other funds (15)：

2022 - 2026 起立・歩行動作解析を基軸とした要介護リスク診断プラットフォームの創出
2022 - 2025 歩行者飛び出し予測のためのマルチ周波数帯レーダを用いた死角領域検知
2021 - 2023 電波センシングを用いた動作に基づく個人特定技術
2020 - 2023 ICTプラットホーム構築による介護予防サービスの実証フィールドの開発研究
2020 - 2022 「椅子に座るだけ」で認知症リスクを診断するレーダーシステムの開発

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Papers (92)：

Kazuki Uemura, Tsukasa Kamitani, Atsuya Watanabe, Hiroshi Okamoto, Kenshi Saho, Minoru Yamada. Active Learning Through Video Conferencing to Maintain Physical Activity Among Older Adults: A Pilot Randomized Controlled Trial. Journal of aging and physical activity. 2024. 1-9
Haruhisa Fukuda, Fumiko Murata, Sachie Azuma, Masahiro Fujimoto, Shoma Kudo, Yoshiyuki Kobayashi, Kenshi Saho, Kazumi Nakahara, Rei Ono. Development of a data platform for monitoring personal health records in Japan: The Sustaining Health by Integrating Next-generation Ecosystems (SHINE) Study. PLOS ONE. 2023. 18. 2. e0281512-e0281512
Keitaro Shioiri, Kenshi Saho. Exploration of Effective Time-Velocity Distribution for Doppler-Radar-Based Personal Gait Identification Using Deep Learning. Sensors (Basel, Switzerland). 2023. 23. 2
Kazuki Yasuda, Teppei Tsuyuhara, Masao Masugi, Kenshi Saho. Gait Classification of Common Pedestrians and Smartphone Zombies Using Micro-Doppler Radar. CEUR Workshop Proceedings. 2022. 3198. 1-6
Ryoto Ishibashi, Naoto Nojiri, Kenshi Saho, Lin Meng. Dementia Diagnose Based on Machine Learning Using Doppler Radar Image for the Elderly Person. CEUR Workshop Proceedings. 2022. 3198. 17-24

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MISC (24)：

Performance analysis and optimization of sequential jerk estimation filter using accelerometer. 2017. 117. 203. 23-27
H∞ tracking filter using measured position and velocity. 2017. 61. 3p
Pedestrian recognition based on difference of balance control ability using micro-Doppler radar : Gait classification of young/elderly adults and elderly fallers. 2016. 116. 337. 59-63
Anabuki Motoshi, Okumura Shigeaki, Sakamoto Takuya, Saho Kenshi, Sato Toru, Yoshioka Mototaka, Inoue Kenichi, Fukuda Takeshi, Sakai Hiroyuki. B-2-33 Imaging of multiple walking humans using UWB Doppler radar and adaptive array processing. Proceedings of the IEICE General Conference. 2016. 2016. 1. 269-269
Sasaki Yuta, Shang Fang, Kidera Shouhei, Kirimoto Tetsuo, Saho Kenshi, Sato Totu. B-2-31 Revised RPM Method Using Doppler Based Range Points Clustering for 140GHz Short Range Radar. Proceedings of the IEICE General Conference. 2016. 2016. 1. 267-267

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Patents (4)：

Radar Imaging Apparatus, Imaging Method, and Program Thereof
Radar Imaging Device, Imaging Method and Program Therefor
Radar imaging device, imaging method and program therefor
Radar imaging apparatus, imaging method, and program thereof

Books (3)：

自動運転のための高精度センシング技術
エヌ・ティー・エス 2020
Kalman Filters - Theory for Advanced Applications
InTechOpen 2018
Digital Signal Processing (DSP): fundamentals, techniques and applications
Nova Science Publishers 2016 ISBN:9781634852104

Lectures and oral presentations (89)：

デュアルドップラレーダによるトイレ内行動認識
(2021年度電気学会・電子情報通信部門大会 2021)
人体各部位の動作情報ドップラースペクトログラムの深層学習による若年者と高齢者の歩容分類
(2021年度電気学会・電子情報通信部門大会 2021)
ドップラーレーダを用いた歩行人体の可視・死角領域判別 ~ Long Short-Term Memoryによる解析アプローチ ~
(電子情報通信学会ITS・WBS・RCC研究会 2020)
ドップラースペクトログラム画像の深層学習を用いた歩容判別
(第41回バイオメカニズム学術講演会 2020)
ドップラーレーダを用いた起立動作解析の検討
(第41回バイオメカニズム学術講演会 2020)

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Education (4)：

2010 - 2013 Kyoto University Graduate School of Informatics Department of Communications and Computer Engineering
2008 - 2010 Kyoto University Graduate School of Informatics Department of Communications and Computer Engineering
2006 - 2008 Kyoto University Faculty of Engineering Department of Electrical and Electronic Engineering
2001 - 2006 Oita National College of Technology Department of Control and Computer Engineering

Professional career (1)：

Ph.D. (Informatics) (Kyoto University)

Work history (6)：

2023/04 - 現在 Ritsumeikan University Department of Electronic and Computer Engineering Associate Professor
2017/04 - 2023/03 Toyama Prefectural University Dept. of Intelligent Robotics Junior Associate Professor
2014/04 - 2017/03 Ritsumeikan University College of Science and Engineering, Department of Electronic and Computer Engineering Assistant Professor
2013/04/01 - 2014/03/31 Postdoctoral Fellow of the Japan Society for the Promotion of Science
2012/04/01 - 2013/03/31 Research Fellow of the Japan Society for the Promotion of Science

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Committee career (21)：

2022/06 - 現在電子情報通信学会ITS研究会幹事
2021/03 - 現在電子情報通信学会基礎・境界ソサイエティ英文論文誌小特集編集委員会編集委員
2021/01 - 現在 Sensors (MDPI), Special Issue "Artificial Intelligence and Internet of Things in Healthcare Systems" Guest Editor
2014/08 - 現在電子情報通信学会査読委員
2020/06 - 2023/05 電気学会北陸支部学会活動推進員

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Awards (16)：

2021/09 - 電子情報通信学会通信ソサイエティ活動功労賞
2020/12 - 電子情報通信学会ITS研究会奨励賞ドップラーレーダを用いた歩行人体の可視・死角領域判別 ~ Long Short-Term Memoryによる解析アプローチ ~
2020/03 - 電気学会電子・情報・システム部門技術委員会奨励賞起立・着座動作のドップラーレーダ画像を用いた個人識別
2019/11 - 電子情報通信学会ITS研究会若手研究者奨励賞ドップラーレーダを用いた死角領域からの飛び出し予測のための実験的検討
2019/09 - 第29回インテリジェント・システム・シンポジウムベストプレゼンテーション賞和田賞

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Association Membership(s) (4)：

THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS , IEEE , Institute of Electrical Engineers of Japan , Institute of Electronics, Information, and Communication Engineers

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