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A Study of Vehicle Trajectory Estimation Using Microscopic Traffic Data for Understanding Cause of Accidents

Research Project

Project/Area Number 24656302
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Civil engineering project/Traffic engineering
Research InstitutionKyoto University

Principal Investigator

UNO NOBUHIRO  京都大学, 経営学研究科, 准教授 (80232883)

Co-Investigator(Kenkyū-buntansha) KURAUCHI Fumitaka  岐阜大学, 工学部, 教授 (10263104)
SHIMAMOTO Hiroshi  宮崎大学, 工学部, 准教授 (90464304)
SHIOMI Yasuhiro  立命館大学, 理工学部, 講師 (40422993)
Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords交通工学 / 交通事故 / ITS / 車両マッチング / 交通状態推定 / シミュレーション / 車両感知器 / カルマンフィルタ / 高度道路交通システム(ITS) / 車両軌跡推定アルゴリズム / ミクロ交通シミュレーション
Research Abstract

This study is aimed at developing a methodology to estimate the spatial and temporal change in traffic state using the existing traffic data obtained by conventional detectors, so as to grasp traffic condition before and after occurrence in accident. The following subjects have been conducted. 1) We develop a methodology to match vehicular pulse data of the same vehicle obtained by traffic detectors located at different sections along intercity expressway. 2) This study also develops a feed-back type estimation method of traffic condition, which is composed of extended Kalman filter and macroscopic traffic simulation.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (17 results)

All 2013 2012 Other

All Journal Article (10 results) (of which Peer Reviewed: 4 results) Presentation (6 results) (of which Invited: 1 results) Remarks (1 results)

  • [Journal Article] 個別車両データを用いた単路部ボトルネックにおける速度変動予測と車線変更誘導による渋滞抑止効果の検証2013

    • Author(s)
      塩見康博,谷口知己,宇野伸宏,嶋本寛
    • Journal Title

      高速道路と自動車

      Volume: Vol. 56, No.3 Pages: 30-40

    • NAID

      40019594952

    • Related Report
      2013 Final Research Report
  • [Journal Article] Vehicle Re-Identification for Travel Time Measurement Based on Loop Detectors Considering Lane Changes2013

    • Author(s)
      Shiomi,Y., Ogawa,T., Uno,N. and Shimamoto,H
    • Journal Title

      The proceedings of TRB 91th annual meeting

    • Related Report
      2013 Final Research Report
  • [Journal Article] 阪神高速道路における交通障害発生時の交通量変動に関する研究2013

    • Author(s)
      飛ヶ谷明人,宇野伸宏,嶋本寛,中村俊之
    • Journal Title

      第33回交通工学研究発表会論文報告集

      Pages: 287-294

    • Related Report
      2013 Final Research Report
  • [Journal Article] 運転者挙動解析に基づくITS合流支援追突防止情報提供サービスの効果検証2013

    • Author(s)
      多田昌裕,飯田克弘,倉内文孝,平岡敏洋,金澤文彦,有馬伸広
    • Journal Title

      土木学会論文誌D3

      Volume: Vol.63,No.1 Pages: 1-11

    • NAID

      130004962018

    • Related Report
      2013 Final Research Report
  • [Journal Article] Study on Drivers’ Comprehension of Advanced Graphical Route Information Panel Considering Individual Attributes2013

    • Author(s)
      Shiomi, Y., Uno, N., Shimamoto, H., Kurauchi, F., Yamamoto, K., Tago, K.
    • Journal Title

      International Journal of Intelligent Transportation Systems

      Volume: 11 Issue: 2 Pages: 65-75

    • DOI

      10.1007/s13177-013-0057-9

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 阪神高速道路における交通障害発生時の交通量変動に関する研究2013

    • Author(s)
      飛ヶ谷明人,宇野伸宏,嶋本寛,中村俊之
    • Journal Title

      第33回交通工学研究発表会論文報告集

      Volume: 33 Pages: 287-294

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 個別車両データを用いた単路部ボトルネックにおける速度変動予測と車線変更誘導による渋滞抑止効果の検証2013

    • Author(s)
      塩見康博,谷口知己,宇野伸宏,嶋本寛
    • Journal Title

      高速道路と自動車

      Volume: Vol.56, No.3 Pages: 30-40

    • NAID

      40019594952

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 車線変更を考慮した車両マッチング手法に基づく旅行時間計測2012

    • Author(s)
      小川喬之,塩見康博,宇野伸宏,嶋本寛
    • Journal Title

      第11回ITSシンポジウムPeer-Review Proceedings

      Pages: 7-12

    • Related Report
      2013 Final Research Report
  • [Journal Article] Quantifying the Number of Lane Changes in Traffic An empirical analysis2012

    • Author(s)
      V.L. Knoop, S.P. Hoogendoorn, Y. Shiomi and C. Buisson
    • Journal Title

      Journal of Transportation Research Board

      Volume: No. 2278 Pages: 31-41

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] 車線変更を考慮した車両マッチング手法に基づく旅行時間計測2012

    • Author(s)
      小川喬之,塩見康博,宇野伸宏,嶋本寛
    • Journal Title

      第11回ITSシンポジウム Peer-Review Proceedings

      Volume: Vol.11 Pages: 7-12

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 車線交通量の均衡メカニズムを内生化した単路部多車線交通流モデルの構築2013

    • Author(s)
      谷口知己,塩見康博,宇野伸宏,嶋本寛,中村俊之
    • Organizer
      土木計画学研究・講演集
    • Place of Presentation
      (Vol.48)
    • Related Report
      2013 Final Research Report
  • [Presentation] フィードバック型交通状態推定手法の事故発生状況分析への適用可能性2013

    • Author(s)
      藤井大地,塩見康博,宇野伸宏,嶋本寛,中村俊之
    • Organizer
      土木計画学研究・講演集
    • Place of Presentation
      (Vol.47)
    • Related Report
      2013 Final Research Report
  • [Presentation] 車線交通量の均衡メカニズムを内生化した単路部多車線交通流モデルの構築2013

    • Author(s)
      谷口知己,塩見康博,宇野伸宏,嶋本寛,中村俊之
    • Organizer
      第48回土木計画学研究発表会
    • Place of Presentation
      大阪市立大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] フィードバック型交通状態推定手法の事故発生状況分析への適用可能性2013

    • Author(s)
      藤井大地,塩見康博,宇野伸宏,嶋本寛,中村俊之
    • Organizer
      第47回土木計画学研究発表会
    • Place of Presentation
      広島工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Vehicle Re-Identification for Travel Time Measurement Based on Loop Detectors Considering Lane Changes

    • Author(s)
      Yasuhiro Shiom
    • Organizer
      TRB 91th annual meeting
    • Place of Presentation
      アメリカ合衆国,ワシントンDC.,ヒルトンホテル
    • Related Report
      2012 Research-status Report
  • [Presentation] 交通流パルスデータを用いた交通集中渋滞の動的予測に関する研究

    • Author(s)
      塩見康博
    • Organizer
      高速道路調査会研究発表会
    • Place of Presentation
      東京,全日通霞が関ビル
    • Related Report
      2012 Research-status Report
    • Invited
  • [Remarks]

    • URL

      http://trans.kuciv.kyoto-u.ac.jp/its/research.html

    • Related Report
      2013 Final Research Report

URL: 

Published: 2013-05-31   Modified: 2019-12-18  

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