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

2018 Fiscal Year Annual Research Report

Large-Scale, Tempo-Spatial Information Gathering Mechanism over DTN-enabled Distributed Micro-modules

Research Project

Project/Area Number 26220001
Research InstitutionOsaka University

Principal Investigator

東野 輝夫  大阪大学, 情報科学研究科, 教授 (80173144)

Co-Investigator(Kenkyū-buntansha) 梅津 高朗  滋賀大学, データサイエンス学部, 准教授 (10346174)
安本 慶一  奈良先端科学技術大学院大学, 先端科学技術研究科, 教授 (40273396)
内山 彰  大阪大学, 情報科学研究科, 助教 (70555234)
山口 弘純  大阪大学, 情報科学研究科, 准教授 (80314409)
廣森 聡仁  大阪大学, 経営企画オフィス, 准教授 (90506544)
Project Period (FY) 2014-05-30 – 2019-03-31
Keywords無線ネットワーク / 時空間データ / 遅延耐性ネットワーク / 分散システム / 災害支援 / エッジコンピューティング
Outline of Annual Research Achievements

本年度は次のような研究課題を実施した:(1) 屋内空間における高精度トラッキング技術と都市街区や公共交通機関におけるトラッキング・状況理解技術のシームレスな連携、効率化手法の考案、(2) ノードならびにデータの偏在性、モビリティの偏向性がもたらす課題とそれに対するフレームワークの構築、(3) マイクロモジュール間通信機能や超分散型の時空間情報集約機能を効率よく動作させるためのエッジコンピューティングベースの情報集約機構の開発、(4) 大阪大学吹田キャンパスの近隣商業施設における数十台のLIDARを用いた人流把握のための実証実験やシミュレーション実験の実施、(5) 地方都市でのコミュニティバスの運行管理や高齢者見守りに関する実証実験の実施、(6) 複数のマイクロモジュールを対象環境に配置し、十数名程度のモバイルユーザによる人や車のモビリティ収集実験の実施。
また、IoT機器群を用いて平常時の情報伝達基盤を構築することで、災害時のみならず平常時にも活用可能なシステムの実現を図った。これらの技術開発を並行して行うことで、当初目標の下記2つの課題A,Bの実現を図った。
(課題A) Up-to-date Urban Crowd Mobility Prediction: ビルや地下街など屋内の混雑・滞在状況を把握したり、数百メートル四方~数キロメートル四方の街区の人や車、公共交通機関におけるモビリティや滞在状況を可能な限り高精度かつ迅速に把握する技術の開発
(課題B) Scalable Disaster Information Gathering: 災害発生時の道路や建造物の損壊、車両や帰宅難民による道路の閉塞、群衆分布などの情報を広域で迅速かつ円滑にセンシング・集約し、被災者同士での安否情報の共有や広域災害地図構築、人や物資の輸送戦略、救命救急従事者の配置戦略を支援する技術の開発

Research Progress Status

平成30年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

平成30年度が最終年度であるため、記入しない。

  • Research Products

    (21 results)

All 2019 2018

All Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 1 results) Presentation (15 results) (of which Int'l Joint Research: 15 results,  Invited: 2 results)

  • [Journal Article] 混雑度の偏りを考慮した避難所決定手法2019

    • Author(s)
      梅木寿人,中村優吾,藤本まなと,水本旭洋,諏訪博彦,荒川豊,安本慶一
    • Journal Title

      情報処理学会論文誌

      Volume: vol. 60,no. 2 Pages: 608-616

    • Peer Reviewed
  • [Journal Article] 測域センサを利用した高精度な路線バス乗降計測システム2019

    • Author(s)
      山田 遊馬 , 廣森 聡仁 , 山口 弘純 , 東野 輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: vol. 60,no. 3 Pages: 934-944

    • Peer Reviewed
  • [Journal Article] A Self-Organized Task Distribution Framework for Module-Based Event Stream Processing2019

    • Author(s)
      Choochotkaew Sunyanan、Yamaguchi Hirozumi、Higashino Teruo
    • Journal Title

      IEEE Access

      Volume: 7 Pages: 6493-6509

    • DOI

      https://doi.org/10.1109/ACCESS.2018.2890005

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 屋内空間における測域センサ群の相対位置推定手法の提案2018

    • Author(s)
      吉貞 洸 , 山田 遊馬 , 廣森 聡仁 , 山口 弘純 , 東野 輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: vol. 59,no. 8 Pages: 1485-1498

    • Peer Reviewed
  • [Journal Article] エッジコンピューティング環境における知的分散データ処理の実現2018

    • Author(s)
      山口 弘純,安本 慶一
    • Journal Title

      電子情報通信学会和文誌

      Volume: Vol. J101-B, No. 5 Pages: 298-309

    • DOI

      https://doi.org/10.14923/transcomj.2017MOI0001

    • Peer Reviewed
  • [Journal Article] FluidMeter: Gauging the Human Daily Fluid Intake Using Smartwatches2018

    • Author(s)
      Hamatani Takashi, Elhamshary Moustafa, Uchiyama Akira, Higashino Teruo
    • Journal Title

      Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

      Volume: Vol. 2, No.3 Pages: 1-25

    • DOI

      10.1145/3264923

    • Peer Reviewed
  • [Presentation] Evaluating Performance of In-Situ Distributed Processing on IoT Devices by Developing a Workspace Context Recognition Service2019

    • Author(s)
      Jose Talusan, Francis Tiausas, Sopicha Stirapongsasuti, Yugo Nakamura, Teruhiro Mizumoto, and Keiichi Yasumoto
    • Organizer
      IEEE PerCom Workshops 2019
    • Int'l Joint Research
  • [Presentation] Automatic Deadline-Oriented Sampling Method for Coarse-grained Stream Processing2019

    • Author(s)
      Sunyanan Choochotkaew, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      2019 International Workshop on Information Quality and Quality of Service for Pervasive Computing (IQ2S'19)
    • Int'l Joint Research
  • [Presentation] A Feasibility Study on Battery-less Travel Context Estimation Using Ambient Backscatter2019

    • Author(s)
      Toru Maeda, Akira Uchiyama, Teruo Higashino
    • Organizer
      International Workshop on Mobile Ubiquitous Systems, Infrastructures, Communications and AppLications
    • Int'l Joint Research
  • [Presentation] An Energy Aware Testing Framework for Smart-Spaces2018

    • Author(s)
      Teruhiro Mizumoto, Khaled El-Fakih, Keiichi Yasumoto, Teruo Higashino
    • Organizer
      30th IFIP WG 6.1 International Conference on Testing Software and Systems (ICTSS 2018)
    • Int'l Joint Research
  • [Presentation] In-Situ Resource Provisioning with Adaptive Scale-out for Regional IoT Services2018

    • Author(s)
      Yugo Nakamura, Teruhiro Mizumoto, Hirohiko Suwa, Yutaka Arakawa, Hirozumi Yamaguchi, Keiichi Yasumoto
    • Organizer
      Third ACM/IEEE Symposium on Edge Computing (SEC 2018)
    • Int'l Joint Research
  • [Presentation] Near Cloud: Low-cost Low-Power Cloud Implementation for Rural Area Connectivity and Data Processing2018

    • Author(s)
      Jose Paolo Talusan, Yugo Nakamura, Teruhiro Mizumoto, Keiichi Yasumoto
    • Organizer
      IEEE COMPSAC
    • Int'l Joint Research
  • [Presentation] Information Flow of Things: Framework for Realizing Regional IoT Services through In-Situ Data Processing2018

    • Author(s)
      Keiichi Yasumoto
    • Organizer
      1st IEEE International Workshop on Flow Oriented Approaches in Internet of Things and Cyber-Physical Systems (InfoFlow 2018)
    • Int'l Joint Research / Invited
  • [Presentation] Indoor Map Generation from Multiple LIDAR Point Clouds2018

    • Author(s)
      Hikaru Yoshisada, Yuma Yamada, Akihito Hiromori, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      4th IEEE International Conference on Smart Computing (SMARTCOMP2018)
    • Int'l Joint Research
  • [Presentation] Smartphone Applications Testbed Using Virtual Reality2018

    • Author(s)
      Tatsuya Amano, Shugo Kajita, Hirozumi Yamaguchi, Teruo Higashino, Mineo Takai
    • Organizer
      15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous2018)
    • Int'l Joint Research
  • [Presentation] A Motivation-based Partnership Decision Model on Event-Stream Knowledge in Real-time Business2018

    • Author(s)
      Sunyanan Choochotkaew, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      11th International Conference on Mobile Computing and Ubiquitous Networking 2018 (ICMU2018)
    • Int'l Joint Research
  • [Presentation] BALANCE: A Robust Routing Protocol in Self-Organized Civilian DTN2018

    • Author(s)
      Sunyanan Choochotkaew, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      2018 IEEE 14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob2018)
    • Int'l Joint Research
  • [Presentation] Ground Object Recognition from Aerial Image-based 3D Point Cloud2018

    • Author(s)
      Katsuya Ogura, Yuma Yamada, Shugo Kajita, Hirozumi Yamaguchi, Teruo Higashino, Mineo Takai
    • Organizer
      11th International Conference on Mobile Computing and Ubiquitous Networking 2018 (ICMU2018)
    • Int'l Joint Research
  • [Presentation] Sidewalk-level People Flow Estimation Using Dashboard Cameras Based on Deep Learning2018

    • Author(s)
      Yusuke Hara, Akira Uchiyama, Takaaki Umedu, Teruo Higashino
    • Organizer
      11th International Conference on Mobile Computing and Ubiquitous Networking 2018 (ICMU2018)
    • Int'l Joint Research
  • [Presentation] Play Recognition Using Soccer Tracking Data Based on Machine Learning2018

    • Author(s)
      Tomoki Imai, Akira Uchiyama, Takuya Magome, Teruo Higashino
    • Organizer
      7th International Workshop on Advances in Data Engineering and Mobile Computing (DEMoC-2018)
    • Int'l Joint Research
  • [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, Takaaki Umedu
    • Organizer
      38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018)
    • Int'l Joint Research / Invited

URL: 

Published: 2019-12-27  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi