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Analysis of Driver Behaviors in Shared Space and Construction of Large-scale Traffic Simulation

Research Project

Project/Area Number 26870679
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Social systems engineering/Safety system
Civil engineering project/Traffic engineering
Research InstitutionSugiyama Jogakuen University

Principal Investigator

Mukai Naoto  椙山女学園大学, 文化情報学部, 准教授 (30453822)

Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsシェアードスペース / ラウンドアバウト交差点 / 交通シミュレーション / 混合ガウス分布モデル / ランドアバウト交差点 / ナビゲーション / 混合ガウス分布 / クラスタリング
Outline of Final Research Achievements

This research aims at supporting drivers in traffic environment called shared space. We adopted a traffic simulator “UC-win/Road”, and built a roundabout intersection located at Ichinomiya city. The roundabout intersections are frequently introduced in the shared space. We collected driving logs (accelerator, brake, steering, and so on) of research volunteers, and analyzed the logs based on statistical approaches (e.g., Gaussian Mixture Model: GMM). The result indicated that beginner drivers feel uneasy about roundabout intersections, but appropriate support enables to stabilize driver’s behaviors.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (7 results)

All 2016 2015 Other

All Int'l Joint Research (1 results) Journal Article (1 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (5 results) (of which Int'l Joint Research: 3 results)

  • [Int'l Joint Research] ハノイ工科大学(ベトナム)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Analysis of Driving Behaviors Based on GMM by Using Driving Simulator with Navigation Plugin2016

    • Author(s)
      Naoto Mukai
    • Journal Title

      Computer and Information Science 2015

      Volume: 614 Pages: 251-263

    • DOI

      10.1007/978-3-319-23467-0_10

    • ISBN
      9783319234663, 9783319234670
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] People and parcels sharing a taxi for Tokyo City2015

    • Author(s)
      Ngoc-Quang NGUYEN, Nguyen-View-Dung, Phan-Thuan DO, Khac-Thuan LE, Minh-Son NGUYEN, and Naoto Mukai
    • Organizer
      The 6th International Symposium on Information and Communication Technology
    • Place of Presentation
      Fue, Vietnam
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Driving Behaviors based on GMM by using Driving Simulator with Navigation Plugin2015

    • Author(s)
      Naoto Mukai
    • Organizer
      The 14th IEEE/ACIS International Conference on Computer and Information Science
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Driving Behaviors based on GMM by using Driving Simulator with Navigation Plugin2015

    • Author(s)
      Naoto Mukai
    • Organizer
      Proc. of 14th IEEE/ACIS International Conference on Computer and Information Science
    • Place of Presentation
      アメリカ・ラスベガス
    • Year and Date
      2015-06-28 – 2015-07-01
    • Related Report
      2014 Research-status Report
  • [Presentation] Analysis of Driving Behaviors at Roundabout Intersections by Using Driving Simulator2015

    • Author(s)
      Naoto Mukai and Misako Hayashi
    • Organizer
      Intelligent Interactive Multimedia Systems and Services Smart Innovation, Systems and Technologies
    • Place of Presentation
      Sorrento, Italy
    • Year and Date
      2015-06-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of Driving Behaviors at Roundabout Intersections by using Driving Simulator2015

    • Author(s)
      Naoto Mukai and Misako Hayashi
    • Organizer
      Proc. of 8th International KES Conference on Intelligent Interactive Multimedia Systems and Services
    • Place of Presentation
      イタリア・ソレント
    • Year and Date
      2015-06-17 – 2015-06-19
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2023-03-16  

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