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Participatory Context Sensing for Urban Transportation

Research Project

Project/Area Number 26700006
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypePartial Multi-year Fund
Research Field Information network
Research InstitutionOsaka University

Principal Investigator

Uchiyama Akira  大阪大学, 情報科学研究科, 助教 (70555234)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2017: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2016: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2015: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2014: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Keywords参加型センシング / 混雑推定 / コンテキスト推定 / モバイルセンシング / 都市交通 / スマートセンサ情報システム / ユビキタスコンピューティング
Outline of Final Research Achievements

For our future urban society with comfort transportation, it is essential to make public transportation such as trains and subways more comfortable. In this research, to achieve the goal, we apply participatory context sensing to urban transportation. Specifically, we integrate multimodal sensor information to estimate various contexts such as congestion level in train cars, stations, and urban areas. The effectiveness of the proposed approaches is confirmed by evaluation through real experiments.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (23 results)

All 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 1 results) Presentation (18 results) (of which Int'l Joint Research: 8 results,  Invited: 2 results)

  • [Int'l Joint Research] エジプト日本科学技術大学(Egypt)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] 多様な運動負荷を考慮した装着型センサによる深部体温推定法の提案2017

    • Author(s)
      濱谷 尚志, 内山 彰, 東野 輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: 58 Pages: 1818-1831

    • NAID

      170000174229

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 俯瞰画像における動体領域面積に基づく群衆人数推定法の提案2017

    • Author(s)
      小島 颯平, 内山 彰, 廣森 聡仁, 山口 弘純, 東野 輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: 58(1) Pages: 33-42

    • NAID

      170000131152

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 携帯電話の基地局通信履歴と地理情報を用いたパーソントリップ推定法の提案2016

    • Author(s)
      山田遊馬, 内山彰, 廣森聡仁, 山口弘純, 東野輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: 57(8) Pages: 1826-1834

    • NAID

      170000151020

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 鉄道におけるBluetooth RSSI特性を用いた乗車車両および混雑の推定手法2014

    • Author(s)
      前川勇樹,内山彰,山口弘純,東野輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: 55 Pages: 1614-1624

    • NAID

      110009795216

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] Re-thinking: Design and Development of Mobility Aware Applications in Smart and Connected Communities2018

    • Author(s)
      Teruo Higashino, Hirozumi Yamaguchi, Akihito Hiromori, Akira Uchiyama and Takaaki Umedu
    • Organizer
      Proceedings of 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Explicit Sleep for Battery-less IoT Sensors with Ambient Backscatter2018

    • Author(s)
      Akira Uchiyama
    • Organizer
      Proceedings of International Conference on Computer Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CrowdMeter: Congestion Level Estimation in Railway Stations Using Smartphones2018

    • Author(s)
      Moustafa Elhamshary, Moustafa Youssef, Akira Uchiyama, Hirozumi Yamaguchi, and Teruo Higashino
    • Organizer
      Proceedings of the 16th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Crowd and Event Detection by Fusion of Camera Images and Micro Blogs2017

    • Author(s)
      S. Kojima, A. Uchiyama, M. Shirakawa, A. Hiromori, H. Yamaguchi, and T. Higashino
    • Organizer
      4th International Workshop on Crowd Assisted Sensing, Pervasive Systems and Communications
    • Place of Presentation
      Hawaii, USA
    • Year and Date
      2017-03-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Edge Computing and IoT Based Research for Building Safe Smart Cities Resistant to Disasters2017

    • Author(s)
      Teruo Higashino, Hirozumi Yamaguchi, Akihito Hiromori, Akira Uchiyama and Keiichi Yasumoto
    • Organizer
      Proceedings of 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 車載カメラを用いたCNNによる方向別歩行者頭部検出法の提案2016

    • Author(s)
      原 佑輔,小島 颯平,Moustafa Elhamshary, 内山 彰,梅津 高朗,東野 輝夫
    • Organizer
      情報処理学会モバイルコンピューティングとパーベイシブシステム研究会
    • Place of Presentation
      金沢市, 石川
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Crowd Density Estimation in Railway Stations2016

    • Author(s)
      Moustafa Elhamshary, Akira Uchiyama, Hirozumi Yamaguchi and Teruo Higashino
    • Organizer
      第24回 マルチメディア通信と分散処理ワークショップ
    • Place of Presentation
      仙北市, 秋田
    • Year and Date
      2016-10-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] Travel Estimation Using Control Signal Records in Cellular Networks and Geographical Information2016

    • Author(s)
      Yuma Yamada, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi and Teruo Higashino
    • Organizer
      Proceedings of the 9th IFIP Wireless and Mobile Networking Conference
    • Place of Presentation
      Colmar, France
    • Year and Date
      2016-07-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 基地局遷移パターンの学習に基づく通信履歴からの電車旅客推定法の提案2016

    • Author(s)
      山田 遊馬, 内山 彰, 廣森 聡仁, 山口 弘純, 東野 輝夫
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2016)シンポジウム
    • Place of Presentation
      鳥羽市, 三重
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] ドライブレコーダー映像を用いた頭部検出に基づく人流推定法の提案2016

    • Author(s)
      原 佑輔, 小島 颯平, 内山 彰, 梅津 高朗, 山口 弘純, 東野 輝夫
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2016)シンポジウム
    • Place of Presentation
      鳥羽市, 三重
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] TransitLabel: A Crowd-Sensing System for Automatic Labeling of Transit Stations Semantics2016

    • Author(s)
      Moustafa Elhamshary, Moustafa Youssef, Akira Uchiyama, Hirozumi Yamaguchi and Teruo Higashino
    • Organizer
      Proceedings of the 14th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys2016)
    • Place of Presentation
      Singapore, Singapore
    • Year and Date
      2016-06-26
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] LandmarkSense: A Mobile Sensing System for Automatic Detection of Railway Stations Landmarks2015

    • Author(s)
      Moustafa Elhamshary, Akira Uchiyama, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      情報処理学会第165回DPS研究会
    • Place of Presentation
      宇奈月国際ホテル,富山県黒部市
    • Year and Date
      2015-12-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] Activity Recognition of Railway Passengers by Fusion of Low-Power Sensors in Mobile Phones2015

    • Author(s)
      Moustafa Elhamshary, Akira Uchiyama, Hirozumi Yamaguchi, Teruo Higashino, Moustafa Youssef
    • Organizer
      Proceedings of the 23rd International Conference on Advances in Geographic Information Systems
    • Place of Presentation
      Seattle, USA
    • Year and Date
      2015-11-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] スマートフォンカメラを用いた群集人数推定システム2015

    • Author(s)
      小島 颯平, 内山 彰, 廣森 聡仁, 山口 弘純, 東野 輝夫
    • Organizer
      情報処理学会第23回マルチメディア通信と分散処理ワークショップ論文集
    • Place of Presentation
      雲仙富貴屋,長崎県雲仙市
    • Year and Date
      2015-10-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 俯瞰画像における被写体サイズ推定モデルに基づく群衆人数推定手法の提案2015

    • Author(s)
      小島 颯平, 内山 彰, 廣森 聡仁, 山口 弘純, 東野 輝夫
    • Organizer
      マルチメディア,分散,協調とモバイル (DICOMO2015) シンポジウム論文集
    • Place of Presentation
      ホテル安比グランド,岩手県八幡平市
    • Year and Date
      2015-07-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] Car-level congestion and position estimation for railway trips using mobile phones2014

    • Author(s)
      Yuki Maekawa, Akira Uchiyama, Hirozumi Yamaguchi, and Teruo Higashino
    • Organizer
      Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014)
    • Place of Presentation
      Seattle, USA
    • Year and Date
      2014-09-15 – 2014-09-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 多数のセンサーによる時空間センシングデータの効率的な集約送信技術2014

    • Author(s)
      宵憲治,山口弘純,廣森聡仁,内山彰,東野輝夫,柳谷尚寿,中谷俊和,立花篤男,長谷川輝之
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO2014)シンポジウム
    • Place of Presentation
      ホテル泉慶、新発田市、新潟
    • Year and Date
      2014-07-09 – 2014-07-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 災害時における携帯電話基地局の電池残量を考慮したカバレッジ最大化のためのセルサイズ制御手法2014

    • Author(s)
      北田和将,内山彰,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(DICOMO2014)シンポジウム
    • Place of Presentation
      ホテル泉慶、新発田市、新潟
    • Year and Date
      2014-07-09 – 2014-07-11
    • Related Report
      2014 Annual Research Report

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Published: 2014-04-04   Modified: 2019-03-29  

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