Dynamic transportation modelling with mobile sensing technologies

• Project/Area Number: 16H06102
• Research Category: Grant-in-Aid for Young Scientists (A)
• Allocation Type: Single-year Grants
• Research Field: Civil engineering project/Traffic engineering
• Research Institution: The University of Tokyo
• Principal Investigator: Kusakabe Takahiko 東京大学, 空間情報科学研究センター, 准教授 (80604610)
• Project Period (FY): 2016-04-01 – 2020-03-31
• Project Status: Completed (Fiscal Year 2020)
• Budget Amount: ¥21,580,000 (Direct Cost: ¥16,600,000、Indirect Cost: ¥4,980,000); Fiscal Year 2019: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000); Fiscal Year 2018: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000); Fiscal Year 2017: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000); Fiscal Year 2016: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
• Keywords: 交通工学・国土計画 / 高度道路交通システム（ITS） / 交通調査 / 交通シミュレーション / 高度道路交通システム(ITS) / センサーネットワーク / ITS

Outline of Final Research Achievements

The aim of this study is to develop a dynamic transport network model based on activity-based models that describe the mutual dependence of travel behavior and transport systems. The model relies on the wide-range and long-term transport behavior data in order to represent spatial-temporal variance. This study designs an observation system of detailed travel behavior and performed empirical surveys. Analyses with multi-agent simulation were conducted with detailed travel behavior data that is applicable to the proposed survey data.

Academic Significance and Societal Importance of the Research Achievements

次世代モビリティが関連する交通計画で必要な、詳細な交通ネットワークの現象を記述するためには、長期間の観測をシステム全体で行うことが理想的である。しかし、このような観測網構築することは現実的には非常に困難であり、従来、時間断面・空間断面を限定した観測方法が行われている。本研究の成果は、これまで調査が難しかった中山間地域の高齢者の交通行動や、都市での詳細な交通需要を把握したうえで、シミュレーション等による定量評価が可能なフレームワークを構築したことに意義がある。

Research Products

• [Journal Article] Traffic State Estimation Using Satellite Remote Sensing and Probe Vehicles (2019)
  • Author(s): 瀬尾 亨、日下部 貴彦
  • Journal Title: JSTE Journal of Traffic Engineering Volume: 5 Issue: 2 Pages: A_1-A_10
  • DOI: 10.14954/jste.5.2_A_1
  • NAID: 130007596618
  • ISSN: 2187-2929
  • Year and Date: 2019-02-01
  • Peer Reviewed
• [Journal Article] Fundamental diagram estimation by using trajectories of probe vehicles (2019)
  • Author(s): Seo Toru、Kawasaki Yutaka、Kusakabe Takahiko、Asakura Yasuo
  • Journal Title: Transportation Research Part B: Methodological Volume: 122 Pages: 40-56
  • DOI: 10.1016/j.trb.2019.02.005
  • Peer Reviewed / Open Access
• [Journal Article] Evolution of a dynamic ridesharing system based on rational behavior of users (2018)
  • Author(s): Thaithatkul, P., Seo, T., Kusakabe, T. and Asakura, Y.
  • Journal Title: International Journal of Sustainable Transportation. Volume: published online Issue: 8 Pages: 1-13
  • DOI: 10.1080/15568318.2018.1492050
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] TRIP PURPOSE ESTIMATION METHOD FOR PROBE PERSON SURVEY USING SEQUENTIAL LEARNING (2017)
  • Author(s): 瀬尾 亨, 日下部 貴彦, 朝倉 康夫
  • Journal Title: Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management) Volume: 73 Issue: 5 Pages: I_517-I_526
  • DOI: 10.2208/jscejipm.73.I_517
  • NAID: 130006286586
  • ISSN: 2185-6540
  • Peer Reviewed
• [Journal Article] EVALUATION OF AREA LEVEL TRAVEL TIME RELIABILITY USING LARGE-SCALE PROBE VEHICLE TRAJECTORIES RECORDED FOR A LONG PERIOD (2017)
  • Author(s): 福田 大輔, 水口 正教, 瀬尾 亨, 日下部 貴彦, 朝倉 康夫
  • Journal Title: Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management) Volume: 73 Issue: 5 Pages: I_1105-I_1118
  • DOI: 10.2208/jscejipm.73.I_1105
  • NAID: 130006286466
  • ISSN: 2185-6540
  • Peer Reviewed
• [Journal Article] Interactive online machine learning approach for activity-travel survey (2017)
  • Author(s): Seo, T., Kusakabe,T., Gotoh, H., and Asakura, Y.
  • Journal Title: Transportation Research Part B: Methodological Volume: in press Pages: 362-373
  • DOI: 10.1016/j.trb.2017.11.009
  • Peer Reviewed / Open Access
• [Journal Article] Traffic state estimation on highway: A comprehensive survey (2017)
  • Author(s): Seo, T., Bayen, A. M., Kusakabe, T. and Asakura, Y.
  • Journal Title: Annual Reviews in Control Volume: - Pages: 128-151
  • DOI: 10.1016/j.arcontrol.2017.03.005
  • NAID: 120006629917
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Kinematic Wave 理論の確率的な展開 (2017)
  • Author(s): 日下部貴彦，和田健太郎
  • Journal Title: 交通工学 Volume: 52 Pages: 39-44
• [Journal Article] Pareto-Improving Social Optimal Pricing Schemes Based on Bottleneck Permits for Managing Congestion at a Merging Section (2017)
  • Author(s): Katsuya SAKAI, Ronghui LIU, Takahiko KUSAKABE, Yasuo ASAKURA
  • Journal Title: International Journal of Sustainable Transportation Volume: 印刷中 Issue: 10 Pages: 737-748
  • DOI: 10.1080/15568318.2017.1312646
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Presentation] Emerging Mobility Systems: Theory and Data (2020)
  • Author(s): 日下部貴彦
  • Organizer: CSISセミナー Emerging Mobility Systems: Theory and Da
  • Int'l Joint Research
• [Presentation] Adaptive Control Model of Vehicular Accumulation for Shared Use Autonomous Vehicle Mobility Servic (2020)
  • Author(s): 日下部貴彦
  • Organizer: The 99th annual meeting of Transportation Research Board
  • Int'l Joint Research
• [Presentation] Innovation in Urban Mobility Data and Service (2019)
  • Author(s): 日下部貴彦
  • Organizer: TOKYO FORUM 2019 Shaping the Future
  • Int'l Joint Research / Invited
• [Presentation] Socioeconomic Microdata for Activity-Based Agent Simulation inthe Greater Tokyo Area (2019)
  • Author(s): Takuma MITANI, Phathinan THAITHATKUL, Takahiko KUSAKABE
  • Organizer: MATSim User Meeting 201
  • Int'l Joint Research
• [Presentation] アクティビティベースドシミュレーションのための社会経済属性データ作成手法の提案 (2019)
  • Author(s): 三谷卓摩, PhathinanTHAITHATKUL, 日下部貴彦
  • Organizer: 土木計画学研究発表会・講演集
• [Presentation] Implementation of Interactive Online Machine Learning Approach for Smart Phone Based Activity-Travel Survey (2018)
  • Author(s): Takahiko KUSAKABE, Toru SEO, Wataru NAKANISHI, Yasuo ASAKURA
  • Organizer: 15th Internatinal Conference on Travel Behavior Research
  • Int'l Joint Research
• [Presentation] アクティビティベースシミュレータMATSIMの東京都市圏への適用とその応用 (2018)
  • Author(s): 三谷卓摩, PhathinanTHAITHATKUL, 日下部貴彦
  • Organizer: 土木計画学研究発表会
• [Presentation] Travel time reliability observation in mixed traffic situation by using Wi-Fi MAC addresses (2018)
  • Author(s): Takahiko Kusakabe, Van Hieu Mai, Yoshiki Suga and Takashi Oguchi
  • Organizer: 7th International Symposium on Transport Network Reliability
  • Int'l Joint Research
• [Presentation] Travel time estimation in mixed traffic using Wi-Fi detector based data (2017)
  • Author(s): Van Hieu Mai, Takahiko Kusakabe, Yoshiki Suga and Takashi Oguchi
  • Organizer: 11th International Conference on Transport Survey Methods
  • Int'l Joint Research
• [Presentation] Detection Method of Wide-Area Incident with Massive Probe Vehicle Data (2017)
  • Author(s): akahiko Kusakabe
  • Organizer: IEEE 20th International Conference on Intelligent Transportation Systems
  • Int'l Joint Research
• [Presentation] Fundamental Diagram Estimation Using GPS Trajectories of Probe Vehicles (2017)
  • Author(s): Yutaka Kawasaki, Toru Seo, Takahiko Kusakabe and Yasuo Asakura
  • Organizer: IEEE 20th International Conference on Intelligent Transportation Systems
  • Int'l Joint Research
• [Presentation] 全国規模のプローブカーデータを用いた広域的異常事象の検出手法の構築 (2017)
  • Author(s): 日下部貴彦
  • Organizer: 第 55 回土木計画学研究発表会
• [Presentation] プローブパーソン調査のための対話・学習による交通目的推定法の定式化と評価 (2016)
  • Author(s): 瀬尾亨, 日下部貴彦, 朝倉康夫
  • Organizer: 第54回土木計画学研究発表会
  • Place of Presentation: 長崎大学（長崎県長崎市）
  • Year and Date: 2016-11-04
• [Presentation] プローブカーデータのクラスタリングによる分析 (2016)
  • Author(s): 日下部貴彦, 朝倉康夫
  • Organizer: 第53回土木計画学研究発表会
  • Place of Presentation: 北海道大学（北海道札幌市）
  • Year and Date: 2016-05-28
• [Book] Public Transport Planning with Smart Card Data (2016)
  • Author(s): Takahiko Kusakabe, Yasuo Asakura (Fumitaka Kurauchi, Jan-Dirk Schmoecker (eds.))
  • Total Pages: 263
  • Publisher: CRC Press
• [Funded Workshop] Emerging Mobility Systems: Theory and Data (2020)
• [Funded Workshop] Big Data and Transportation Dynamics (2018)