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An intelligent information processing method for large amounts of sensor data

Research Project

Project/Area Number 22700079
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Computer system/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, 講師 (50510260)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsユビキタスコンピューティング / センサ情報処理 / エージェント / スマートセンサ情報システム / 計算機システム / ネットワーク
Research Abstract

In this research, I proposed the method for sensor data analysis and processing using a host computer that located in the neighborhood of sensors (neighborhood host). This method aimed at achieving a good balance between reducing network load and advanced sensor data analysis and processing. Additionally, I proposed a method to share sensor data analysis and processing knowledge. I performed some experiments using a prototype system. From the results of the experiments, I concluded that achieving a good balance between reducing network load and advanced sensor data analysis and processing, by the proposed scheme would be realized.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (16 results)

All 2013 2012 2011 2010

All Journal Article (12 results) (of which Peer Reviewed: 8 results) Presentation (4 results)

  • [Journal Article] Toshimitsu Inomata, Sensor Data Processing Method Based on Observed Person's Similarity for Motion Estimation2013

    • Author(s)
      Shintaro Imai, Mariko Miyamoto, Yoshikazu Arai, Toshimitsu Inomata
    • Journal Title

      Proc. of the 27th IEEE Int. Conf. on Advanced Information Networking and Application Workshops

      Pages: 601-606

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Sensor Data Processing Method Based on Observed Person’s Similarity for Motion Estimation2013

    • Author(s)
      Shintaro Imai
    • Journal Title

      Proc. of the 27th IEEE Int. Conf. on Advanced Information Networking and Application Workshops

      Volume: - Pages: 601-606

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 動作の類似性を利用した動作推定基準構築手法の一検討2013

    • Author(s)
      趙冰煕
    • Journal Title

      情報処理学会第75回全国大会講演論文集

      Volume: 3 Pages: 151-152

    • Related Report
      2012 Annual Research Report
  • [Journal Article] 観測対象者の類似性を利用した動作推定のためのセンサデータ処理手法の一検討2012

    • Author(s)
      今井信太郎,宮本真梨子,新井義和,猪股俊光
    • Journal Title

      マルチメディア通信と分散処理ワークショップ 2012 論文集

      Volume: Vol. 2012 Pages: 162-168

    • NAID

      170000075436

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Shintaro Imai, Mariko Miyamoto, Yoshikazu Arai, Toshimitsu Inomata2012

    • Author(s)
      Shintaro Imai, Mariko Miyamoto, Yoshikazu Arai, Toshimitsu Inomata
    • Journal Title

      Proc. of the 11th IEEE Int. Conf. on Cognitive Informatics & Cognitive Computing (ICCI*CC 2012)

      Pages: 356-362

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 観測対象者の類似性を利用した動作推定のためのセンサデータ処理手法の一検討2012

    • Author(s)
      今井信太郎
    • Journal Title

      マルチメディア通信と分散処理ワークショップ2012論文集

      Volume: 2012 Pages: 162-168

    • NAID

      170000075436

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Data Processing Method for Motion Estimation Considering Network and Sensor Node Loads2012

    • Author(s)
      Shintaro Imai
    • Journal Title

      Proc. of the 11th IEEE Int. Conf. on Cognitive Informatics & Cognitive Computing (ICCI*CC 2012)

      Pages: 356-362

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 加速度センサを用いた動作推定のためのデータ処理手法の一検討2011

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

      マルチメディア通信と分散処理ワークショップ 2011論文集

      Volume: Vol. 2011 Pages: 140-146

    • NAID

      170000074982

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 加速度センサを用いた動作推定のためのデータ処理手法の-検討2011

    • Author(s)
      今井信太郎
    • Journal Title

      マルチメディア通信と分散処理ワークショップ2011論文集

      Volume: 2011 Pages: 140-146

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 動作推定のための個人適応性を考慮したセンサデータ処理手法の-検討2011

    • Author(s)
      宮本真梨子
    • Journal Title

      情報処理学会 研究報告「マルチメディア通信と分散処理(DPS)」

      Volume: 2011-DPS-149 Pages: 1-7

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ネットワーク負荷を考慮したセンサデータ処理手法の応用システムの一検討2011

    • Author(s)
      大橋研斗
    • Journal Title

      電子情報通信学会2011年総合大会ISS特別企画学生ポスターセッション予稿集

      Pages: 104-104

    • Related Report
      2010 Annual Research Report
  • [Journal Article] 環境の差異を考慮したセンサデータ処理手法の一検討2010

    • Author(s)
      蔡明鋭
    • Journal Title

      情報処理学会研究報告「マルチメディア通信と分散処理(DPS)」

      Volume: 2010-DPS-145 Pages: 1-6

    • Related Report
      2010 Annual Research Report
  • [Presentation] Sensor Data Processing Method Based on Observed Person's Similarity for Motion Estimation2013

    • Author(s)
      Shintaro Imai
    • Organizer
      The 27th IEEE Int. Conf. on Advanced Information Networking and Application Workshops
    • Place of Presentation
      バルセロナ(スペイン)
    • Year and Date
      2013-03-28
    • Related Report
      2012 Final Research Report
  • [Presentation] 観測対象者の類似性を利用した動作推定のためのセンサデータ処理手法の一検討2012

    • Author(s)
      今井信太郎
    • Organizer
      マルチメディア通信と分散処理ワークショップ 2012
    • Place of Presentation
      松山
    • Year and Date
      2012-10-18
    • Related Report
      2012 Final Research Report
  • [Presentation] A Data Processing Method for Motion Estimation Considering Network and Sensor Node Loads2012

    • Author(s)
      Shintaro Imai
    • Organizer
      The 11th IEEE Int. Conf. on Cognitive Informatics & Cognitive Computing (ICCI*CC 2012)
    • Place of Presentation
      京都
    • Year and Date
      2012-08-23
    • Related Report
      2012 Final Research Report
  • [Presentation] 加速度センサを用いた動作推定のためのデータ処理手法の一検討2011

    • Author(s)
      今井信太郎
    • Organizer
      マルチメディア通信と分散処理ワークショップ 2011
    • Place of Presentation
      十和田
    • Year and Date
      2011-10-06
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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