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Basic study on avoiding dangerous scenes under the assumption of automated driving based on brain information and personality

Research Project

Project/Area Number 17H03326
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionKochi University of Technology

Principal Investigator

Park Kaechang  高知工科大学, 地域連携機構, 客員教授 (60333514)

Co-Investigator(Kenkyū-buntansha) 村井 俊哉  京都大学, 医学研究科, 教授 (30335286)
中川 善典  高知工科大学, 経済・マネジメント学群, 准教授 (90401140)
繁桝 博昭  高知工科大学, 情報学群, 教授 (90447855)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000)
Fiscal Year 2019: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2018: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
Fiscal Year 2017: ¥7,150,000 (Direct Cost: ¥5,500,000、Indirect Cost: ¥1,650,000)
Keywords高齢者 / 脳 / MRI / 危険運転 / パーソナリティ / 危険運転行動 / ドライビングシミレータ / 脳MRI / 危険運転場面 / 高齢ドライバー / 自動運転 / ドライビングシミュレータ / 仮想現実 / 危険運転回避 / 3D映像 / 咄嗟の危険運転場面 / VR / AR / 危険場面回避
Outline of Final Research Achievements

Japan, where the aging rate exceeds 28%, has been the fastest aging country in the world. The measures to prevent dangerous driving of elderly drivers become an urgent issue, so that the driving characteristics of drivers must be further taken into consideration. Targeting Brain Dock patients, three types of dangerous driving behaviors (illegal, irritable, aggressive) were classified and indicated brain features of regional gray matter volumes in each. Furthermore, the aging brain was defined as the grading of white matter lesions and the degree of brain atrophy, and the elderly drover’s operational performance of actual vehicles decreased according to the aging brain. Thus, MRI may enable to identify a dangerous driver in the elderly. In addition, a head-mounted display (HMD) presented 3D imaging of dangerous driving scenes. However, the measures for 3D imaging sickness is indispensable for the prevention from traffic accidents under automated driving system.

Academic Significance and Societal Importance of the Research Achievements

本研究の成果により、運転の個人差を克服することが可能になり、MRI定量データから危険運転挙動のメカニズム解明に繋がる発展性があり、交通工学と脳・精神医科学の融合が推進される。自動運転条件下の免許証発行に関する客観的根拠として活用することで、客観的精度と再現性が確保され、科学的な世界標準モデルとしての自動運転下の危険運転・交通事故防止対策を提案できる。

Report

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

    (6 results)

All 2019 2018

All Journal Article (3 results) (of which Peer Reviewed: 2 results,  Open Access: 3 results) Presentation (3 results)

  • [Journal Article] Cerebral White Matter Hyperintensity as a Healthcare Quotient2019

    • Author(s)
      Park Kaechang、Nemoto Kiyotaka、Yamakawa Yoshinori、Yamashita Fumio、Yoshida Keitaro、Tamura Masashi、Kawaguchi Atsushi、Arai Tetsuaki、Sasaki Makoto
    • Journal Title

      Journal of Clinical Medicine

      Volume: 8 Issue: 11 Pages: 1823-1823

    • DOI

      10.3390/jcm8111823

    • NAID

      120007133002

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 健常中高年ドライバーにおける大脳白質病変の 経時的変化量と交通事故の関係2018

    • Author(s)
      大田学、山下典生、朴啓彰、
    • Journal Title

      ITSシンポジウム論文集

      Volume: 1 Pages: 1-6

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 自動運転想定下における認知負荷の影響2018

    • Author(s)
      中村 貴広,片山健人,繁桝 博昭,朴啓彰
    • Journal Title

      ITSシンポジウム論文集

      Volume: 1 Pages: 1-6

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Presentation] 軽度認知機能障害を呈した高齢ドライバー症例への運転 リハビリテーションによる安全運転の維持・向上に関する中長期報告2019

    • Author(s)
      佐藤誠 沖田学 沖田かおる 鎌倉航平 小野浩 朴啓彰
    • Organizer
      ITSシンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 健常中高年ドライバーにおける大脳白質病変の 経時的変化量と交通事故の関係2018

    • Author(s)
      大田学、山下典生、朴啓彰、
    • Organizer
      第16回ITSシンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 自動運転想定下における認知負荷の影響2018

    • Author(s)
      中村 貴広,片山健人,繁桝 博昭,朴啓彰
    • Organizer
      ITSシンポジウム論文集
    • Related Report
      2018 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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