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Individual Adaptive Shared Control for ADAS Based on Systematic Risk Predictive Knowledge

Research Project

Project/Area Number 18K04006
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 20010:Mechanics and mechatronics-related
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

Raksincharoensak Pongsathorn  東京農工大学, 工学(系)研究科(研究院), 教授 (30397012)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords交通安全 / 運転支援 / 自動運転 / 車両運動力学 / リスク予測 / 人間機械協調 / 機械力学・計測制御 / 予防安全 / 車両運動制御 / 自動車 / リスク / ヒューマンインターフェイス
Outline of Final Research Achievements

The objective of the research is to develop a human-centered advanced driver assistance system which is designed based on the key concept of experienced driver behavior modeling with risk potential prediction in order to prepare for unexpected upcoming hazardous events. In the project study,(1) to quantify the potential risk, we use the Safety Cushion Time index based on Drive Recorder data analysis and (2) to make the system be friendly to all types of drivers including elderly drivers, Advanced Human-Machine Interface called Haptic Shared Control with individual adaptation concept is studied in order to achieve high driver acceptance.

Academic Significance and Societal Importance of the Research Achievements

日本の交通事故による死亡事故件数は減少傾向にあるものの、65歳以上の高齢運転者による事故は年々増加しており、悲惨な重大事故が多発している。高齢運転者が急速に増加していく中、高齢運転者による事故の防止と、加齢に伴う自動車の運転に不安を感じる高齢者の移動手段の確保の両立を図ることは喫緊の課題である。高齢化による交通安全の問題は、先進諸国に留まらず、今後急激に自動車の普及が進む新興国でも同様な傾向にある。日本は課題解決先進国として、科学的アプローチを提示する責務があり、本研究の社会的意義が高い。物理モデルと情報科学的モデルの融合的なアプローチで事故予防メカニズムの基盤構築も極めて学術的意義がある。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (8 results)

All 2021 2020 2019 2018 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (4 results) (of which Int'l Joint Research: 3 results,  Invited: 1 results) Remarks (1 results)

  • [Journal Article] Effects of a driver assistance system with foresighted deceleration control on the driving performance of elderly and younger drivers2021

    • Author(s)
      Saito Yuichi、Yoshimi Ryoma、Kume Shinichi、Imai Masahiro、Yamasaki Akito、Ito Takuma、Inoue Shintaro、Shimizu Tsukasa、Nagai Masao、Inoue Hideo、Raksincharoensak Pongsathorn
    • Journal Title

      Transportation Research Part F: Traffic Psychology and Behaviour

      Volume: 77 Pages: 221-235

    • DOI

      10.1016/j.trf.2020.12.017

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of risk-predictive haptic guidance in one-pedal driving mode2019

    • Author(s)
      Yuichi Saito and Pongsathorn Raksincharoensak
    • Journal Title

      Cognition, Technology & Work

      Volume: 2019/5 Issue: 4 Pages: 1-14

    • DOI

      10.1007/s10111-019-00558-3

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] A path planning method with specification of curvatures of boundary conditions based on clothoidalal curve elements2019

    • Author(s)
      有田俊作,ポンサトーン・ラクシンチャラーンサク
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 85 Issue: 878 Pages: 19-00090-19-00090

    • DOI

      10.1299/transjsme.19-00090

    • NAID

      130007733823

    • ISSN
      2187-9761
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Risk Predictive Driver Assistance System towards Zero-Traffic Accidents2020

    • Author(s)
      Pongsathorn Raksincharoensak
    • Organizer
      2020 4th CAA International Conference on Vehicular Control and Intelligence (CVCI), Hangzhou, China, 18-20, December, 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Adaptive Haptic Shared Control in Steering Operation for Curved Path Tracking Assistance2019

    • Author(s)
      Yuki Sekimoto, Shintaro Inoue and Pongsathorn Raksincharoensak
    • Organizer
      5th International Symposium on Future Active Safety Technology Towards Zero-Traffic-Accidents (FAST-zero’19)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Safety Cushion_Estimation of Potential Risk Based on Driving Context and Driver Behavior Sensing2019

    • Author(s)
      Shinichi Kume, Yuichi Saito, Hideo Inoue and Pongsathorn Raksincharoensak
    • Organizer
      5th International Symposium on Future Active Safety Technology Towards Zero-Traffic-Accidents (FAST-zero’19)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 走行環境の文脈とドライバ行動の状態に基づく潜在危険度推定2018

    • Author(s)
      (5)齊藤裕一,久米伸一,渡部裕葵,井上秀雄,ポンサトーン・ラクシンチャラーンサク
    • Organizer
      計測自動制御学会,システム・情報部門学術講演会(SSI 2018)
    • Related Report
      2018 Research-status Report
  • [Remarks] https://www.pongsathornlab.com/

    • Related Report
      2020 Annual Research Report

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Published: 2018-04-23   Modified: 2022-01-27  

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