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Estimation of Railway Usage with Cellular Tower Information

Research Project

Project/Area Number 15K16095
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Library and information science/Humanistic social informatics
Research InstitutionThe University of Tokyo

Principal Investigator

Kanasugi Hiroshi  東京大学, 地球観測データ統融合連携研究機構, 特任研究員 (00526907)

Research Collaborator MATSUBARA GO  東京大学, 空間情報科学研究センター, 特任研究員 (70772854)
KUMAGAI JUN  東京大学, 空間情報科学研究センター, 客員研究員 (90548702)
柴崎 亮介  東京大学, 空間情報科学研究センター, 教授 (70206126)
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords携帯基地局情報 / 地下鉄 / 人流 / 屋内測位 / 携帯電話基地局通信履歴 / セルID / 屋内位置推定 / 鉄道 / 携帯電話基地局通信履歴(CDR) / 交通手段推定
Outline of Final Research Achievements

In order to estimate and analyze people movement, Call Detail Records(CDRs) have been expected to be baseline data. However, due to the low spatial resolution and un-uniform sampling rate, CDRs cannot be directly applied to analysis of transportation mode. Therefore, in this research, as a reference GIS data for transportation, we tried to create new railway network including geometry and topology information, and applied to estimate railway movement from mobile phone information.
In Japan, since it is difficult to obtain CDR data from mobile phone carriers, we created mobile phone app to acquire cellular tower information and employed it as alternative of CDRs. Then, we acquired cell IDs and prepared corresponding table between Cell IDs and railway stations in the all subway stations in Tokyo and Nagoya regions. Eventually, using the corresponding table, we estimated railway usage through obtaining cell IDs.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (7 results)

All 2016 2015

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

  • [Presentation] 携帯電話GPSと鉄道ネットワークデータを利用した東京都市圏における鉄道利用状況の推計2016

    • Author(s)
      池澤俊, 金杉洋, 松原剛, 柴崎亮介
    • Organizer
      HCGシンポジウム2016
    • Place of Presentation
      高知市文化プラザかるぽーと(高知県・高知市)
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] 携帯基地局情報と公開情報を利用した地下鉄内位置情報提供システムの検討2016

    • Author(s)
      松原剛, 金杉洋, 熊谷潤, 柴崎亮介
    • Organizer
      第25回地理情報システム学会
    • Place of Presentation
      立正大学 品川キャンパス(東京都・品川区)
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] オープンストリートマップに基づく交通ネットワークデータの品質評価手法の検討2016

    • Author(s)
      金杉洋, 瀬戸寿一, 関本義秀, 柴崎亮介
    • Organizer
      第25回地理情報システム学会
    • Place of Presentation
      立正大学 品川キャンパス(東京都・品川区)
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] 携帯基地局情報を用いた地下鉄内測位システムの検討2016

    • Author(s)
      松原剛, 金杉洋, 熊谷潤, 柴崎亮介
    • Organizer
      DICOMO2016
    • Place of Presentation
      鳥羽シーサイドホテル(三重県・鳥羽市)
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 携帯電話の基地局通信履歴を活用した人々の通勤における鉄道路線の推定2015

    • Author(s)
      菅野卓也, 金杉洋, 関本義秀, 柴崎亮介
    • Organizer
      第24回地理情報システム学会
    • Place of Presentation
      慶応大学三田キャンパス(東京都・港区)
    • Year and Date
      2015-10-10
    • Related Report
      2015 Research-status Report
  • [Presentation] クラウドソーシング型時刻表と鉄道路線形状を用いた鉄道移動の推定2015

    • Author(s)
      金杉洋, 関本義秀, 河口信夫, 柴崎亮介, 杉田暁
    • Organizer
      第24回地理情報システム学会
    • Place of Presentation
      慶応大学三田キャンパス(東京都・港区)
    • Year and Date
      2015-10-10
    • Related Report
      2015 Research-status Report
  • [Presentation] Location estimation of real-time passengers: Using train object from timetable information created with crowdsourcing and CDRs2015

    • Author(s)
      Kanno, T., Kanasugi, H., Sekimoto, Y. and Shibasaki, R
    • Organizer
      The 4th International Workshop on Pervasive Urban Applications
    • Place of Presentation
      Grand Front Osaka, Osaka, Japan
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2018-03-22  

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