• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Traffic state estimation with assimilation of traffic flow simulation and data

Research Project

Project/Area Number 25630214
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Civil engineering project/Traffic engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

ASAKURA Yasuo  東京工業大学, 理工学研究科, 教授 (80144319)

Co-Investigator(Kenkyū-buntansha) IRYO Takamasa  神戸大学, 大学院工学研究科, 教授 (10362758)
KUSAKABE Takahiko  東京工業大学, 大学院理工学研究科, 助教 (80604610)
FUKUDA Daisuke  東京工業大学, 大学院理工学研究科, 准教授 (70334539)
Project Period (FY) 2013-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords交通工学 / 交通流 / 交通状態推定 / データ同化
Outline of Final Research Achievements

Continuous and long-term observed traffic flow data became available owing to large growth of database technologies. The purpose of this study was to develop a method to estimate stochastic traffic state by implementing an assimilation method. The proposed method relied on both traffic flow models and statistical estimation models. The estimation by the traffic flow model is assimilated by the statistical model which relies on the large amount of data. In validation analysis of the proposed methods, this study showed that the proposed model can detect singular traffic states which was generally difficult to be detected.

Report

(3 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • Research Products

    (9 results)

All 2015 2014 2013

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (5 results)

  • [Journal Article] A Method for Detecting Incidents from Traffic Detector Data based on the Non-parametric Statistics2014

    • Author(s)
      成岡尚哉, 瀬尾亨, 日下部貴彦, 朝倉康夫
    • Journal Title

      JSTE Journal of Traffic Engineering

      Volume: 1 Issue: 1 Pages: 11-20

    • DOI

      10.14954/jste.1.1_11

    • NAID

      130005059425

    • ISSN
      2187-2929
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 車間距離を計測するプローブカーを前提とした交通状態の推定手法2013

    • Author(s)
      瀬尾亨, 日下部 貴彦, 朝倉 康夫
    • Journal Title

      土木学会論文集D3 (土木計画学)

      Volume: 69(5)

    • NAID

      130004707586

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 合流部容量変動と不確実性を考慮した旅行時間の統計的予測手法2013

    • Author(s)
      坂井 勝哉, 日下部 貴彦, 朝倉 康夫
    • Journal Title

      土木学会論文集D3(土木計画学)

      Volume: 69(5)

    • NAID

      130004707589

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 車両感知器の長期観測データを用いたノンパラメトリックモデルによる突発事象の検出2013

    • Author(s)
      成岡 尚哉, 瀬尾 亨, 日下部貴彦, 朝倉康夫
    • Journal Title

      第33回交通工学研究発表会論文報告集

      Volume: 33 Pages: 409-414

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 速度データに基づく交通流の状態とモデルパラメータの同時推定2015

    • Author(s)
      成岡尚哉, 瀬尾亨, 日下部貴彦, 朝倉康夫
    • Organizer
      第51回土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2015-06-06 – 2015-06-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] ETC-ODデータを用いた潜在ランプ間OD交通量の推定2014

    • Author(s)
      小篠耕平, 井料隆雅, 朝倉康夫
    • Organizer
      第49回土木計画学研究発表会
    • Place of Presentation
      東北工業大学
    • Year and Date
      2014-06-07 – 2014-06-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] 車両感知器を用いた突発事象検出手法の開発と検証―データオリエンテッドアプローチ―2013

    • Author(s)
      成岡尚哉, 瀬尾亨, 日下部貴彦, 朝倉康夫
    • Organizer
      第30回日本道路会議
    • Place of Presentation
      都市センターホテル, 東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 都市高速道路における交通状態推定問題ならびにセンサー配置問題に対するデータ同化アプローチ2013

    • Author(s)
      福田大輔,洪子涵,石田東生,岡本直久
    • Organizer
      第48回土木計画学研究発表会
    • Place of Presentation
      大阪市立大学, 大阪
    • Related Report
      2013 Research-status Report
  • [Presentation] Traffic Flow Monitoring Utilizing On-vehicle Devices of Spacing Measurement2013

    • Author(s)
      Seo, T., Kusakabe, T., Asakura, Y.
    • Organizer
      2nd Symposium of the European Association for Research in Transportation
    • Place of Presentation
      KTH Royal Institute of Technology, Stockholm, Sweden
    • Related Report
      2013 Research-status Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi