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Development of sensor system core technology to realize processing of a large amount of data by flexible node cooperation

Research Project

Project/Area Number 15K15984
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Information network
Research InstitutionIwate Prefectural University

Principal Investigator

Imai Shintaro  岩手県立大学, ソフトウェア情報学部, 准教授 (50510260)

Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywordsセンサシステム / センサネットワーク / マルチエージェントシステム / センサシステム基盤技術
Outline of Final Research Achievements

In this research, I developed sensor system core technology based on multi-agent technology that enables operation adapted to the environment. It is possible to complement the processing by nearby nodes even if there is a sensor node that cannot participate in the agent system by using this technology. This technology made the system can detect an environmental change such as load on a specific node, reduce the load and power consumption of the node by autonomously changing the data processing location and adjusting the operation of the node. Therefore, adaptation to the environment was realized by the proposed technology.

Academic Significance and Societal Importance of the Research Achievements

本申請研究で開発したセンサシステム基盤技術により,システムは柔軟なデータ処理場所の変更などを自律的に行うことにより,デバイス構成などの環境に適応した動作が可能となる.今後,大量のセンサデータを利用した様々なサービスの展開が予想され,センサシステムは社会にとって欠かせないインフラの一部となると考えられる.本申請研究の成果は,このようなセンサシステムの発展に貢献することが予想される.

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

    (8 results)

All 2018 2017 2015

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

  • [Journal Article] Prototype of Indoor Activity Estimation System with Low Load2018

    • Author(s)
      Shintaro Imai, Yusuke Kishikawa, Yoshikazu Arai, Toshimitsu Inomata
    • Journal Title

      Proc. of 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)

      Volume: 1 Pages: 204-207

    • DOI

      10.1109/gcce.2018.8574774

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] センサデータを用いた低コストな屋内行動推定システムの検討2017

    • Author(s)
      岸川裕佑,今井信太郎,新井義和,猪股俊光
    • Journal Title

      情報処理学会研究報告

      Volume: 2017-MBL-85 Pages: 1-8

    • Related Report
      2017 Research-status Report
  • [Journal Article] Development of a Node Cooperation Method for Location Change of Sensor Data Processing2017

    • Author(s)
      Shintaro Imai, Haruka Shimizu, Bingxi Zhao, Yoshikazu Arai and Toshimitsu Inomata
    • Journal Title

      International Journal of Energy, Information and Communications

      Volume: 8 Pages: 15-28

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] エージェント技術を用いた多様な環境に適応可能なセンサシステムの検討2017

    • Author(s)
      徐斐,今井信太郎,新井義和,猪股俊光
    • Journal Title

      情報処理学会東北支部研究報告

      Volume: 2016-7

    • Related Report
      2016 Research-status Report
  • [Presentation] Prototype of Indoor Activity Estimation System with Low Load2018

    • Author(s)
      Shintaro Imai
    • Organizer
      2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] センサデータを用いた低コストな屋内行動推定システムの検討2017

    • Author(s)
      岸川裕佑
    • Organizer
      第85回モバイルコンピューティングとパーベイシブシステム・第71回高度交通システムとスマートコミュニティ合同研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] エージェント技術を用いた多様な環境に適応可能なセンサシステムの検討2017

    • Author(s)
      徐斐
    • Organizer
      情報処理学会東北支部研究会
    • Place of Presentation
      米沢
    • Related Report
      2016 Research-status Report
  • [Presentation] 自律的にデータ処理場所を変更するセンサシステムへのモバイルエージェント技術の導入2015

    • Author(s)
      徐斐,今井信太郎,新井義和,猪股俊光
    • Organizer
      平成27年度電気関係学会東北支部連合大会
    • Place of Presentation
      岩手県立大学(岩手県滝沢市)
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report

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

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