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An Identification System for Unsafe Conditions based on Biological Signal Monitoring

Research Project

Project/Area Number 17H01741
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Information network
Research InstitutionKansai University

Principal Investigator

TAGASHIRA Shigeaki  関西大学, 総合情報学部, 教授 (70332806)

Co-Investigator(Kenkyū-buntansha) 荻野 正樹  関西大学, 総合情報学部, 教授 (00397639)
松田 浩朗  飛島建設株式会社技術研究所, -, 上席研究員 (80443646)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
Fiscal Year 2020: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2019: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Keywords情報システム / 生体信号情報 / 潜在的危険要因
Outline of Final Research Achievements

In this research project, we developed a biological-signal based identification and alert system for unsafe conditions which are hazardous factors in construction works. The main achievements of this project are summarized as follows: First, unsafe conditions that have the potential to cause harm to workers can be classified into human and environmental factors to be easily analyzed. Next, unsafe conditions can be identified by biological signals which are monitored in construction workers acting as active sensors. And finally, unsafe conditions can be evaluated quantitatively although most studies have not focused on them.

Academic Significance and Societal Importance of the Research Achievements

本研究においては,従来研究では取り扱わなかった不安全状態を定量的に評価できた点は,建設工事における労働災害の防止にむけた極めて有用な意義をもつと考えられる.また,本研究では比較的取り扱いやすい建設工事に着目したが,得られた知見は,日常生活を営む様々な生活環境への展開が期待できる.このことから日常生活の安全性向上というライフイノベーションの観点からも,広範な社会的意義を有することを強調しておきたい.

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (34 results)

All 2020 2019 2018 2017

All Journal Article (10 results) (of which Peer Reviewed: 10 results,  Open Access: 4 results) Presentation (23 results) (of which Int'l Joint Research: 15 results) Book (1 results)

  • [Journal Article] Wireless Local Area Network Signal Strength Measurement for Sensor Localization without New Anchors2020

    • Author(s)
      Shigemi Ishida, Yutaka Arakawa, Shigeaki Tagashira, and Akira Fukuda
    • Journal Title

      Sensors and Materials

      Volume: 32 Issue: 1 Pages: 97

    • DOI

      10.18494/SAM.2020.2592

    • ISSN
      0914-4935, 2435-0869
    • Year and Date
      2020-01-09
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Basics and Challenges in Acoustic Vehicle Sensing Using Sidewalk Microphones2020

    • Author(s)
      Ishida Shigemi、Tagashira Shigeaki、Fukuda Akira
    • Journal Title

      Smart Sensors and Systems, Springer

      Volume: - Pages: 121-134

    • DOI

      10.1007/978-3-030-42234-9_7

    • ISBN
      9783030422332, 9783030422349
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Design Of Ble 2-Step Separate Channel Fingerprinting2020

    • Author(s)
      Yamamoto Takahiro、Ishida Shigemi、Kimoto Ryota、Tagashira Shigeaki、Fukuda Akira
    • Journal Title

      IEEE Vehicular Technology Conference (VTC2020-Spring)

      Volume: - Pages: 1-6

    • DOI

      10.1109/vtc2020-spring48590.2020.9128872

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] MuCHLoc: Indoor ZigBee Localization System Utilizing Inter-Channel Characteristics2019

    • Author(s)
      Ryota Kimoto, Shigemi Ishida, Takahiro Yamamoto, Shigeaki Tagashira, and Akira Fukuda
    • Journal Title

      MDPI, Sensors

      Volume: vol.19, no.7 Issue: 7 Pages: 1-17

    • DOI

      10.3390/s19071645

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Danger-Pose Detection System Using Commodity Wi-Fi for Bathroom Monitoring2019

    • Author(s)
      Zhang Zizheng、Ishida Shigemi、Tagashira Shigeaki、Fukuda Akira
    • Journal Title

      Sensors

      Volume: 19 Issue: 4 Pages: 884-884

    • DOI

      10.3390/s19040884

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 路側設置マイクロフォンを用いた逐次検出型車両検出システム2019

    • Author(s)
      石田 繁巳, 梶村 順平, 内野 雅人, 田頭 茂明, 福田 晃
    • Journal Title

      情報処理学会論文誌

      Volume: 60 Pages: 76-86

    • NAID

      170000150025

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] オンデマンド屋内位置情報サービスに向けた分散測位型アドホック測位ネットワーク2018

    • Author(s)
      石田 繁巳, 田頭 茂明, 荒川 豊, 福田 晃
    • Journal Title

      電子情報通信学会論文誌

      Volume: J101-B Pages: 357-371

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design and Initial Evaluation of Bluetooth Low Energy Separate Channel Fingerprinting2018

    • Author(s)
      Ishida Shigemi、Takashima Yoko、Tagashira Shigeaki、Fukuda Akira
    • Journal Title

      New Trends in E-Service and Smart Computing, Studies in Computational Intelligence, Springer

      Volume: 742 Pages: 19-33

    • DOI

      10.1007/978-3-319-70636-8_2

    • ISBN
      9783319706344, 9783319706368
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accuracy Improvement in Sensor Localization System utilizing Heterogeneous Wireless Technologies2017

    • Author(s)
      Yamamoto Takahiro、Ishida Shigemi、Izumi Kousaku、Tagashira Shigeaki、Fukuda Akira
    • Journal Title

      Proc. The Tenth International Conference on Mobile Computing and Ubiquitous Networking (ICMU)

      Volume: - Pages: 26-31

    • DOI

      10.23919/icmu.2017.8330074

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design of Distributed Calculation Scheme Using Network Address Translation for Ad-hoc Wireless Positioning Network2017

    • Author(s)
      Kajimura Jumpei、Ishida Shigemi、Tagashira Shigeaki、Fukuda Akira
    • Journal Title

      Proc. Information Search, Integration, and Personalization (ISIP), Communications in Computer and Information Science (CCIS)

      Volume: 760 Pages: 33-48

    • DOI

      10.1007/978-3-319-68282-2_3

    • ISBN
      9783319682815, 9783319682822
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] Initial Evaluation of Vehicle Type Identification using Roadside Stereo Microphones2020

    • Author(s)
      Billy Dawton, Shigemi Ishida, Yuki Hori, Masato Uchino, Yutaka Arakawa, Shigeaki Tagashira, and Akira Fukuda
    • Organizer
      2020 IEEE Sensors Applications Symposium (SAS)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Initial Design of Two-Stage Acoustic Vehicle Detection System for High Traffic Roads2020

    • Author(s)
      Masato Uchino, Billy Dawton, Yuki Hori, Shigemi Ishida, Shigeaki Tagashira, Yutaka Arakawa, and Akira Fukuda
    • Organizer
      PerVehicle 2020 (2nd International Workshop on Pervasive Computing for Vehicular Systems)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Design of BLE 2-Step Separate Channel Fingerprinting2020

    • Author(s)
      Takahiro Yamamoto, Shigemi Ishida, Ryota Kimoto, Shigeaki Tagashira, and Akira Fukuda
    • Organizer
      2020 IEEE 91st Vehicular Technology Conference(VTC2020-Spring)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ステレオマイクを用いた車両検出及び車線推定手法の検討2020

    • Author(s)
      内野雅人,石田繁巳,田頭茂明,荒川豊,福田晃
    • Organizer
      情報処理学会ITS研究会 ITS研究フォーラム2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] 音響車両検出システムの多車線道路における車線推定手法の提案2020

    • Author(s)
      内野雅人,Billy Dawton,堀祐貴,石田繁巳,田頭茂明,荒川豊,福田晃
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Design of Acoustic Vehicle Detector with Steady-Noise Suppression2019

    • Author(s)
      Shigemi Ishida, Masato Uchino, Chengyu Li, Shigeaki Tagashira, and Akira Fukuda
    • Organizer
      22nd Intelligent Transportation Systems Conference (ITSC19)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 路側設置ステレオマイクを用いた車両種別推定手法の初期的評価2019

    • Author(s)
      石田繁巳, 内野雅人, 小池大地, 田頭茂明, 福田晃
    • Organizer
      情報処理学会 マルチメディア,分散,協調とモバイル(DICOMO2019)シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 多車線道路に対応した2段階音響車両検出システムの初期的評価2019

    • Author(s)
      内野雅人,石田繁巳,田頭茂明,荒川豊,福田晃
    • Organizer
      情報処理学会 第27回マルチメディア通信と分散処理ワークショップ(DPS)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Wi-Fi信号を用いた自動車・自転車・歩行者の検出手法の検討2019

    • Author(s)
      折原凌,石田繁巳,荒川豊,田頭茂明,福田晃
    • Organizer
      電子情報通信学会MIKA2019革新的無線通信技術に関する横断型研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Initial Design of Acoustic Vehicle Detector with Wind Noise Suppressor2019

    • Author(s)
      M. Uchino, S. Ishida, K. Kubo, S. Tagashira, and A. Fukuda
    • Organizer
      The International Workshop on Pervasive Computing for Vehicular Systems (PerVehicle)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SAVeD: Acoustic Vehicle Detector with Speed Estimation capable of Sequential Vehicle Detection2018

    • Author(s)
      S. Ishida, J. Kajimura, M. Uchino, S. Tagashira, and A. Fukuda
    • Organizer
      he 21st IEEE International Conference on Intelligent Transportation Systems (ITSC)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of MultiZigLoc: Indoor ZigBee Localization System Using Inter-Channel Characteristics2018

    • Author(s)
      R. Kimoto, T. Yamamoto, S. Ishida, S. Tagashira, and A. Fukuda
    • Organizer
      he 11th International Conference on Mobile Computing and Ubiquitous Networking (ICMU)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Initial Attempt of Bluetooth Low Energy Water-Level Estimator2018

    • Author(s)
      R. Orihara, S. Ishida, M. Miyazaki, S. Tagashira, and A. Fukuda
    • Organizer
      International Workshop on Informatics (IWIN)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of BLE Separate Channel Fingerprinting in Practical Environment2018

    • Author(s)
      S. Ishida, S. Takaki, T. Yamamoto, S. Tagashira, and A. Fukuda
    • Organizer
      IIAI International Congress on Advanced Applied Informatics (AAI)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Initial Evaluation of Acoustic Train Detection System2018

    • Author(s)
      K. Sato, S. Ishida, J. Kajimura, M. Uchino, S. Tagashira, and A. Fukuda
    • Organizer
      ITS Asia-Pacific Forum
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Design of Ultra Low Power Vehicle Detector utilizing Discrete Wavelet Transform2018

    • Author(s)
      K. Kubo, C. Li, S. Ishida, S. Tagashira, and A.Fukuda
    • Organizer
      ITS Asia-Pacific Forum
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Initial attempt of acoustic vehicle detection under strong wind2018

    • Author(s)
      S. Ishida, M. Uchino, J. Kajimura, S. Tagashira, and A. Fukuda
    • Organizer
      Int. Conf. on Healthcare, SDGs and Social Business (SocialTech)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Initial evaluation of low power vehicle detection system utilizing discrete wavelet transform2018

    • Author(s)
      K. Kubo, C. Li, K. Sato, M. Uchino, S. Ishida, S. Tagashira, and A. Fukuda
    • Organizer
      Int. Conf. on Healthcare, SDGs and Social Business (SocialTech)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Design and implementation of train detector using rail-side microphone2018

    • Author(s)
      K. Sato, S. Ishida, J. Kajimura, K. Kubo, M. Uchino, S. Tagashira, and A. Fukuda
    • Organizer
      Int. Conf. on Healthcare, SDGs and Social Business (SocialTech)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intrinsic motivation based on Bayesian optimization for effective training data exploration2017

    • Author(s)
      Yuta Nakamura and Masaki Ogino
    • Organizer
      The 7th Joint IEEE International Conference on Deveopmental and Learning and on Epigenetic Robotics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] VR を利用した奥行き方向の動体視力トレーニング2017

    • Author(s)
      長江 真志,越智 祐貴,青山 千紗,呉屋 良真,荻野 正樹,七五三木 聡
    • Organizer
      第22回バーチャルリアリティ学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 圧力センサシートを用いたユーザトラッキングシステムの歩行者の靴跡に対する性能評価2017

    • Author(s)
      和田 瞭也, 田頭 茂明, 荻野 正樹, 石田 繁巳, 福田 晃
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] センサ測位システムZigLocの精度向上に向けた差分フィンガープリント法の設計2017

    • Author(s)
      山本 貴宏, 泉 幸作, 石田 繁巳, 田頭 茂明, 福田 晃
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイルシンポジウム(DICOMO 2017)
    • Related Report
      2017 Annual Research Report
  • [Book] Intelligent Transport Systems for Everyone’s Mobility2019

    • Author(s)
      Koji Sato, Shigemi Ishida, Jumpei Kajimura, Shigeaki Tagashira and Akira Fukuda
    • Publisher
      Springer
    • Related Report
      2019 Annual Research Report

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Published: 2017-04-28   Modified: 2022-01-27  

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