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A study of physical condition inference methods with action recognition sensors

Research Project

Project/Area Number 22650019
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Media informatics/Database
Research InstitutionKumamoto University

Principal Investigator

ARITSUGI Masayoshi  熊本大学, 大学院・自然科学研究科, 教授 (40282412)

Co-Investigator(Kenkyū-buntansha) KITASUKA Teruaki  熊本大学, 大学院・自然科学研究科, 准教授 (70343332)
ITOKAWA Tsuyoshi  熊本県立技術短期大学校, 情報映像技術科, 講師 (60336203)
Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,300,000)
Keywordsモバイルシステム / 疲労推定 / 加速度センサ / 特徴量 / 行動認識
Research Abstract

We measured acceleration of gaits and clarified features that tend to represent fatigue of subjects. We did experiments in which subjects run ergometer exercises and their acceleration of gaits was measured with accelerometers, and investigated the data obtained. We confirmed that such features as gait cycle and peak acceleration of heel contact tend to represent fatigue. We also developed a method to recognize switching points of activities efficiently.

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (4 results)

All 2011

All Journal Article (4 results)

  • [Journal Article] 加速度計を用いた歩行分析による疲労推定特徴量の検討2011

    • Author(s)
      東英和, 重岡正, 糸川剛, 北須賀輝明, 有次正義
    • Journal Title

      情報処理学会研究報告

      Volume: 2011-UBI-29巻, 27号 Pages: 1-8

    • Related Report
      2011 Final Research Report
  • [Journal Article] DTW法を用いた行動の切替り時刻推定手法の検討2011

    • Author(s)
      重岡正, 糸川剛, 北須賀輝明, 有次正義
    • Journal Title

      情報処理学会研究報告

      Volume: 2011-UBI-29巻, 28号 Pages: 1-8

    • Related Report
      2011 Final Research Report
  • [Journal Article] 加速度計を用いた歩行分析による疲労推定特徴量の検討2011

    • Author(s)
      東英和, 他
    • Journal Title

      情報処理学会研究報告

      Volume: 2011-UBI-29, No.27 Pages: 1-8

    • Related Report
      2010 Annual Research Report
  • [Journal Article] DTW法を用いた行動の切替り時刻推定手法の検討2011

    • Author(s)
      重岡正, 他
    • Journal Title

      情報処理学会研究報告

      Volume: 2011-UBI-29, No.28 Pages: 1-8

    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2016-04-21  

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