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

Collection and Application of Floating Car Data for Traffic Information Services Considering Privacy Protection

Research Project

Project/Area Number 26540037
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Information network
Research InstitutionOsaka University

Principal Investigator

HIGASHINO TERUO  大阪大学, 情報科学研究科, 教授 (80173144)

Co-Investigator(Kenkyū-buntansha) UMEDU Takaaki  滋賀大学, 経済学部, 准教授 (10346174)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
KeywordsITS / プローブカー情報 / OD交通量 / OD交通量 / プローブカーデータ / 渋滞長 / OD行列 / 車両モビリティ / プライバシー保護
Outline of Final Research Achievements

In this study, we have designed and developed methods for (i) identifying congested road segments, (ii) estimating required time to the destinations, and (iii) estimating the traffic volume of each pair of a departure and a destination (OD traffic volume) where we focus on the realization of typical traffic information services and develop the methods by suppressing the storage capacity of the servers to a certain amount and creating methods. Then, we have built a mathematical model for estimating the lengths of vehicular queues at intersections, chopped up floating car data for preserving the privacy of users, and developed methods to estimate the queue length of each signal and its variation from a small number of fragmented floating car data and to estimate OD traffic volumes with high accuracy.

Report

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

    (7 results)

All 2016 2015 2014

All Presentation (7 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Presentation] 一部の車両軌跡情報および信号パラメータを用いたOD交通量の推定手法2016

    • Author(s)
      丹下 智之 ,廣森 聡仁 ,梅津 高朗 ,山口 弘純 ,東野 輝夫
    • Organizer
      情報処理学会 研究報告高度交通システムとスマートコミュニティ(ITS)
    • Place of Presentation
      東京
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] 車両プローブ情報及び上流の信号パラメータに基づく信号待ち車列長推定手法の提案2015

    • Author(s)
      丹下 智之 ,廣森 聡仁 ,梅津 高朗 ,山口 弘純 ,東野 輝夫
    • Organizer
      2015 年度 情報処理学会関西支部 支部大会 論文集
    • Place of Presentation
      大阪
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Prediction of Deceleration Amount of Vehicle Speed in Snowy Urban Roads Using Weather Information and Traffic Data2015

    • Author(s)
      Ryosuke Tanimura, Akihito Hiromori, Takaaki Umedu, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      Proceedings of the 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC 2015) , DOI: 10.1109/ITSC.2015.366
    • Place of Presentation
      Las Palmas, Spain
    • Year and Date
      2015-09-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] DTN Based Information Processing Platform for Disaster Situation2015

    • Author(s)
      Takaaki Umedu
    • Organizer
      Proceedings of International Workshop on Informatics (IWIN2015)
    • Place of Presentation
      Amsterdam, Nederland
    • Year and Date
      2015-09-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 気象および交通データ解析に基づく積雪期における交通速度低下の推定手法2015

    • Author(s)
      谷村 亮介,梅津 高朗,廣森 聡仁,山口 弘純,東野 輝夫
    • Organizer
      情報処理学会 研究報告モバイルコンピューティングとユビキタス通信研究会 (MBL)
    • Place of Presentation
      宮古島, 沖縄
    • Year and Date
      2015-05-21
    • Related Report
      2015 Annual Research Report
  • [Presentation] An Analysis Model of Queue Length Fluctuation at Signals Using Vehicle Trajectories2014

    • Author(s)
      Tomoyuki Tange, Akihito Hiromori, Hirozumi Yamaguchi, Teruo Higashino, Takaaki Umedu
    • Organizer
      International Conference on Connected Vehicles & Expo (ICCVE 2014)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2014-11-03 – 2014-11-07
    • Related Report
      2014 Research-status Report
  • [Presentation] 車両プローブ情報に基づく信号待ち車列長変動の分析モデル2014

    • Author(s)
      丹下 智之, 廣森 聡仁, 梅津 高朗, 山口 弘純, 東野 輝夫
    • Organizer
      情報処理学会「マルチメディア、分散、協調とモバイル(DICOMO2015)シンポジウム」, pp.1751-1759
    • Place of Presentation
      新潟県新発田市 ホテル泉慶
    • Year and Date
      2014-07-09 – 2014-07-11
    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2017-05-10  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi