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J-GLOBAL ID：201501021583602430   Update date: Nov. 14, 2024

Takuma Akiduki

アキヅキ タクマ | Takuma Akiduki
Affiliation and department：
Toyohashi University of Technology Graduate School of Engineering Department of Mechanical Engineering

About Toyohashi University of Technology Graduate School of Engineering Department of Mechanical Engineering


Job title： Assistant Professor
Homepage URL  (1)： https://is.me.tut.ac.jp/
Research field  (2)： Mechanics and mechatronics ,  Soft computing
Research keywords  (10)： activity recognition ,  Human Activity Sensing ,  Wearable Sensing ,  Driver's status monitor ,  Human Body Motion Analysis ,  Time-serise Analysis ,  Digital Signal Processing ,  Non-liner Dynamical Systems ,  Complex Systems ,  Artificial Neural Networks
Research theme for competitive and other funds  (8)：
  • 2022 - 2025 残存運動機能を活用した無動力歩行リハビリ支援機器の開発
  • 2022 - 2023 装着型センサを用いたドライバ心身状態モニタリングシステムの開発
  • 2019 - 2022 Driver state estimation based on body movement and its application to the safe driving support
  • 2017 - 2020 Method of Gravitational Wave Search Based on Adaptive Time-Frequency Analysis and Machine Learning
  • 2016 - 2019 Extraction of individual features from human motion data and its applications to skill education support
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Papers (61)：
  • Tomohiro KAWAHARA, Takuma AKIDUKI, Toshiya ARAKAWA, Hirotaka TAKAHASHI. Development of an In-Vehicle Measurement System for Estimation of Driver’s State Using Wrist-Worn Sensors. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2024. 36. 1. 501-506
  • Zhong Zhang, Oriza Yokosawa, Takuma Akiduki. STUDY ON SURFACE MEASUREMENT FOR 3D PARTS WITH SMALLER DEFECTS USING PHASE SHIFT TECHNIQUE. ICIC Express Letters. 2023. 17. 7. 833-840
  • Naoya Harada, Takuma Akiduki, Michiteru Kitazaki, Ryosuke Tasaki. Control Design and Implementation of Robotic Massage Based on Finger Pressing Motion Analysis. 2023 8th International Conference on Control and Robotics Engineering (ICCRE). 2023. 250-253
  • Takuma AKIDUKI, Hirotaka TAKAHASHI. A Method for Measuring Respiratory Rate During Driving Using a Wearable Accelerometer. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2023. 35. 1. 538-542
  • Zhong Zhang, Takahiro Shirai, Takuma Akiduki. DEVELOPMENT OF A SURFACE DEFECT INSPECTION METHOD AND SYSTEM BY DEEP LEARNING. ICIC Express Letters, Part B: Applications. 2022. 13. 8. 827-835
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MISC (5)：
  • 大里拓巳, 秋月拓磨, 本名敦夫, 北崎充晃, 真下智昭. Based on Resonance Frequency Change Using Piezoelectric Elements Consideration of biaxialization of force sensors. 日本機械学会ロボティクス・メカトロニクス講演会講演論文集(CD-ROM). 2023. 2023
  • 山崎蒼人, 秋月拓磨, 本名敦夫, 北崎充晃, 真下智昭. Prototype Small Force Sensor Based on Resonant Frequency Change Using Piezoelectric Vibrator. 日本機械学会ロボティクス・メカトロニクス講演会講演論文集(CD-ROM). 2023. 2023
  • 田崎良佑, 秋月拓磨, 真下智昭, 大村廉, 本名敦夫, 北崎充晃. フィジカルケアロボットによる手技療法における身体の状態推定と制御. システム/制御/情報. 2022. 66. 2. 14-19
  • 秋月拓磨, 安元康貴, 真下智昭, 本名敦夫. A Study of Hardness Measurement Method of Soft Tissue Using Multi-Fingered Robotic Hand. 自動制御連合講演会(CD-ROM). 2022. 65th
  • 山本晴喜, 秋月拓磨, 本名敦夫, 真下智昭. A Prototype of Fingertip Force Sensor Using Small Piezoelectric Element. 日本機械学会ロボティクス・メカトロニクス講演会講演論文集(CD-ROM). 2021. 2021
Patents (2)：
Books (1)：
  • Automotive technology 2018-10
    Technical Information Institute Co., Ltd 2018
Lectures and oral presentations  (159)：
  • Towards classification of sleep stages using deep learning
    (第40回ファジィシステムシンポジウム 2024)
  • An Approach to Driver Activity Recognition in Real Vehicles Using Wrist-Worn Sensors
    (第40回ファジィシステムシンポジウム 2024)
  • 装着型加速度センサを用いた運転中の行動推定における特徴量の検討
    (SICE SI 2023 2023)
  • 手首装着型センサを用いた運転行動データの収集と運転行動認識への応用検証
    (SICE SI 2023 2023)
  • 作物個体群全体を対象としたリアルタイム光合成計測が可能なセミクローズド・パイプハウスの開発
    (第24回計測自動制御学会システムインテグレーション部門講演会 2023)
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Education (4)：
  • 2008 - 2012 Toyohashi University of Technology Graduate School of Engineering, Doctoral Course Department of Electronic and Information Engineering
  • 2006 - 2008 Toyohashi University of Technology Graduate School of Engineering, Master Course Department of Production Systems Engineering
  • 2004 - 2006 Toyohashi University of Technology Faculty of Engineering Department of Production Systems Engineering
  • - 2004 Kumamoto National College of Technology Department of Electronic Control
Professional career (1)：
  • Doctor of Engineering (Toyohashi University of Technology)
Work history (3)：
  • 2023/03 - 現在 Toyohashi University of Technology Graduate School of Engineering Department of Mechanical Engineering Assistant Professor
  • 2015/04 - 現在 Toyohashi University of Technology Graduate School of Engineering Assistant Professor
  • 2012/04 - 2015/03 Yamanashi Eiwa College Department of Humanities Assistant Professor
Committee career (13)：
  • 2024/01 - 現在 計測自動制御学会中部支部 第55期(R6年)運営委員
  • 2023/12 - 現在 日本生物環境工学会東海支部 役員・幹事
  • 2023/05 - 現在 豊橋技術科学大学機械工学系 JABEE基準4
  • 2023/04 - 現在 豊橋技術科学大学 労務委員会(2023年度・委員長、2024年度・副委員長)
  • 2015/04 - 現在 豊橋技術科学大学同窓会 役員
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Awards (9)：
  • 2021/03 - 信号処理学会 論文賞 リフティングスキームによる複素数離散ウェーブレット変換の高速化に関する研究
  • 2021/01 - 愛知県 第15回わかしゃち奨励賞 優秀賞(応用研究部門) 安全運転支援のためのウェアラブルセンサシステムの開発
  • 2018/08 - ICIC International Best Paper Award in the 13th International Conference on Innovative Computing Information and Control
  • 2017/08 - ICIC International Best Paper Award in the 12th International Conference on Innovative Computing, Information and Control
  • 2014/03 - Toyohashi University of Technology Student Award in the year 2014 for Research Activities
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Association Membership(s) (4)：
IEEE Systems, Man, and Cybernetics Society ,  THE ROBOTICS SOCIETY OF JAPAN ,  THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE ,  THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS
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