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Evaluation Method of Pedestrian Facility Based on Spatial Statistics

Research Project

Project/Area Number 15K18131
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Civil engineering project/Traffic engineering
Research InstitutionTokyo Institute of Technology (2016-2018)
The University of Tokyo (2015)

Principal Investigator

Nakanishi Wataru  東京工業大学, 環境・社会理工学院, 助教 (70735456)

Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords歩行空間 / 交通流 / 空間相関 / 観測誤差 / 歩行者 / 空間表現 / 歩行者挙動
Outline of Final Research Achievements

We construct a pedestrian facility evaluation method based on spatial statistics and flow-density relationship of traffic theory. The following three results were obtained. (1) A pedestrian trajectory estimation and its accuracy evaluation method using spatio-temporally high resolution data from GPS observation by a smartphone was developed. (2) Using these data, the method of deriving and visualizing the fluctuation in the flow-density relationship in the facility was constructed by considering spatial correlation. (3) We applied this method to long-term observation data and confirmed the stability of the estimation results.

Academic Significance and Societal Importance of the Research Achievements

充実する歩行者挙動のモデルやデータを活用した歩行空間評価手法の構築は必ずしも進展しておらず,歩行空間設計はデザイン領域の問題として交通工学から分断されてきた.本研究成果は,両分野をつなぐ学術的意義を有する.具体的には,横断歩道や駅構内のような大きさの領域を対象に,交通工学の得意とする流量や密度のような統計量の,対象領域内部におけるばらつきを,統計的根拠に基づいて提供する.対象領域内で潜在的に歩行速度や交通量が低下しうる地点を推定可能であるため,安全で快適な歩行空間の実現に向けた社会的意義の大きい研究である.

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (19 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (2 results) Journal Article (7 results) (of which Peer Reviewed: 6 results,  Acknowledgement Compliant: 3 results) Presentation (10 results) (of which Int'l Joint Research: 2 results)

  • [Int'l Joint Research] EPFL/SBB(スイス)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] EPFL(スイス)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Understanding and Visualisation of Geographic Mesh Similarity by Trajectory Data and Gaussian Process Modelling2018

    • Author(s)
      Nakanishi Wataru
    • Journal Title

      International Journal of Intelligent Transportation Systems Research

      Volume: - Issue: 1 Pages: 1-8

    • DOI

      10.1007/s13177-018-0171-9

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ネットワークの誤差を考慮した歩行経路の逐次マップマッチング手法2018

    • Author(s)
      中西航,布施孝志
    • Journal Title

      統計数理研究所共同研究リポート406 不確実状況下での動的状態推定と知能情報科学の融合(1)

      Volume: 406 Pages: 97-104

    • Related Report
      2017 Research-status Report
  • [Journal Article] MAP MATCHING METHOD WITH CONSIDERATION OF ERROR IN NETWORK COORDINATES2017

    • Author(s)
      中西航,布施孝志
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 73 Issue: 5 Pages: I_549-I_557

    • DOI

      10.2208/jscejipm.73.I_549

    • NAID

      130006286603

    • ISSN
      2185-6540
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Spatial fluctuation on speed-density relationship of pedestrian dynamics2017

    • Author(s)
      Nakanishi, W., Fukutomi, Y. and Fuse, T.
    • Journal Title

      Journal of Statistical Mechanics: theory and experiment

      Volume: 2017 Issue: 3 Pages: 033402-033402

    • DOI

      10.1088/1742-5468/aa60cf

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Modeling Spatial Dependence on Pedestrian Fundamental Diagram by Harmonic Spatial Filtering2017

    • Author(s)
      中西航,福冨義章,布施孝志
    • Journal Title

      JSTE Journal of Traffic Engineering

      Volume: 3 Issue: 4 Pages: A_1-A_6

    • DOI

      10.14954/jste.3.4_A_1

    • NAID

      130005530971

    • ISSN
      2187-2929
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ADAPTIVE ESTIMATION OF POSITIONING ACCURACY BY GNSS FOR ANALYSIS OF PEDESTRIAN MOVEMENT ON NETWORK2016

    • Author(s)
      中西航,布施孝志
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 72 Issue: 5 Pages: I_673-I_681

    • DOI

      10.2208/jscejipm.72.I_673

    • NAID

      130005435639

    • ISSN
      2185-6540
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] APPLICATION OF GENERAL STATE SPACE MODEL TO PARAMETER ESTIMATION OF PEDESTRIAN BEHAVIOR MODEL2015

    • Author(s)
      中西航,高橋真美,布施孝志
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 71 Issue: 5 Pages: I_559-I_566

    • DOI

      10.2208/jscejipm.71.I_559

    • NAID

      130005114775

    • ISSN
      2185-6540
    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] Network-Based Continuous Space Representation for Describing Pedestrian Movement in High Resolution2018

    • Author(s)
      Nakanishi, W. and Fuse, T.
    • Organizer
      The 9th International Conference on Pedestrian and Evacuation Dynamics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ガウス過程を用いた移動軌跡に基づくメッシュ類似度の把握と可視化2018

    • Author(s)
      中西航
    • Organizer
      第16回ITSシンポジウム2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] Link as an aggregate alternative: a continuous recursive logit representation of pedestrian behavior2018

    • Author(s)
      力石真, 中西航, 瀬谷創
    • Organizer
      第58回土木計画学研究発表会(秋大会)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 非集計データに基づく非定常歩行者到着分布のモデル化2018

    • Author(s)
      中西航,妹背政毅,布施孝志,仙石裕明
    • Organizer
      第55回土木計画学研究発表会(春大会)
    • Related Report
      2017 Research-status Report
  • [Presentation] Bottleneck detection on pedestrian flow by modelling spatial dependence on fundamental diagrams2016

    • Author(s)
      Nakanishi, W., Fukutomi, Y. and Fuse, T.
    • Organizer
      The 8th International Conference on Pedestrian and Evacuation Dynamics
    • Place of Presentation
      Crowne Plaza Hotel, Hefei, China
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Harmonic Spatial Filteringによる歩行者流の密度-速度関係における空間相関のモデル化2016

    • Author(s)
      中西航,福冨義章,布施孝志
    • Organizer
      第36回交通工学研究発表会
    • Place of Presentation
      日本大学理工学部,東京都千代田区
    • Related Report
      2016 Research-status Report
  • [Presentation] 測位値とネットワーク情報を併用した歩行軌跡の逐次推定2016

    • Author(s)
      中西航,布施孝志
    • Organizer
      第53回土木計画学研究発表会(春大会)
    • Place of Presentation
      北海道大学,北海道札幌市
    • Related Report
      2016 Research-status Report
  • [Presentation] 歩行空間評価に向けた歩行速度の空間パターン抽出に関する研究2016

    • Author(s)
      福冨義章,中西航,布施孝志
    • Organizer
      第53回土木計画学研究発表会(春大会)
    • Place of Presentation
      北海道大学,北海道札幌市
    • Related Report
      2016 Research-status Report
  • [Presentation] ネットワーク上の歩行者移動把握のための衛星測位精度の適応的推定2016

    • Author(s)
      中西航,布施孝志
    • Organizer
      第54回土木計画学研究発表会(秋大会)
    • Place of Presentation
      長崎大学,長崎県長崎市
    • Related Report
      2016 Research-status Report
  • [Presentation] 複数モデルの混合による歩行者の行動分析に向けた検討2015

    • Author(s)
      中西航,布施孝志
    • Organizer
      土木計画学研究発表会(秋大会)
    • Place of Presentation
      秋田県秋田市・秋田大学
    • Year and Date
      2015-11-21
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2020-03-30  

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