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Ubiquitous Smart Environment based on Small Distributed Sensors

Research Project

Project/Area Number 19300016
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Computer system/Network
Research InstitutionNagoya University

Principal Investigator

KAWAGUCHI Nobuo  Nagoya University, 大学院・工学研究科, 教授 (10273286)

Co-Investigator(Kenkyū-buntansha) IWASAKI Yohei  名古屋大学, 大学院・工学研究科, 研究員 (20447832)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥17,810,000 (Direct Cost: ¥13,700,000、Indirect Cost: ¥4,110,000)
Fiscal Year 2009: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2008: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2007: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Keywordsスマートセンサ / インスタントラーニング / センサネットワーク / コンテキストアウェア / スマートルーム / 状況認識 / 自動分散化 / 実環境認識
Research Abstract

In this research, we propose a smart sensor which can easily and less costly utilize a sound event recognition. We also propose an Instant Learning method which automatically configures an appropriate set of parameters in a DP matching based recognition process for the target event by evaluating several combinations of parameters. Based on our proposal, we have designed and implemented an Instant Learning Sound Sensor using small DSP processor. By evaluation experiment, we confirmed the smart sensor can automatically choose a proper set of parameters for various sound event with almost over 80% accuracy. We also confirm the utilization of multiple sensors to recognize the up/down of stairs, or positions of knocking place on the desks or walls.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (31 results)

All 2010 2009 2008 2007 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (23 results) Remarks (3 results)

  • [Journal Article] 高度な実世界イベント認識を手軽に利用可能にするInstant Learning Sound Sensorの提案2009

    • Author(s)
      根岸佑也, 河口信夫
    • Journal Title

      情報処理学会論文誌 Vol.50,No.4

      Pages: 1272-1286

    • NAID

      110007970420

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 高度な実世界イベント認識を手軽に利用可能にする Instant Learning Sound Sensor の提案2009

    • Author(s)
      根岸佑也, 河口信夫
    • Journal Title

      情報処理学会論文誌 50

      Pages: 1272-1286

    • NAID

      110007970420

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ユビキタスコンピューティングにおけるコンテキストセンシングとデータ処理2008

    • Author(s)
      根岸佑也, 河口信夫
    • Journal Title

      人工知能学会誌 Vol.23,No.5

      Pages: 597-603

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] ユビキタスコンピューティングにおけるコンテキストセンシングとデータ処理2008

    • Author(s)
      根岸佑也, 河口信夫
    • Journal Title

      人工知能学会誌 23

      Pages: 153-157

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Instant Learning Sound Sensor: Flexible Real-World Event Recognition System for Ubiquitous Computing2007

    • Author(s)
      Yuya Negishi, Nobuo Kawaguchi
    • Journal Title

      Ubiquitous Computing Systems, 4th International Symposium, UCS 2007, Lecture Notes for Computer Sciences 4836

      Pages: 72-85

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] プライバシー保護を考慮した公共センサ応用2010

    • Author(s)
      北出卓矢, 岩崎陽平, 河口信夫, 平野靖, 梶田将司, 間瀬健二
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      仙台(東北大学)
    • Year and Date
      2010-03-18
    • Related Report
      2009 Final Research Report
  • [Presentation] プライバシー保護を考慮した公共センサ応用2010

    • Author(s)
      北出卓矢, 岩崎陽平, 河口信夫, 平野靖, 梶田将司, 間瀬健二
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      仙台東北大学
    • Year and Date
      2010-03-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] つくばチャレンジ2009における自律移動ロボット "IVEE" の戦略2010

    • Author(s)
      岩田耕大, 河口信夫, 伊藤誠吾, 下岡和也, 但馬竜介
    • Organizer
      計測自動制御学会 システムインテグレーション部門講演会
    • Place of Presentation
      仙台東北大学
    • Year and Date
      2010-03-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] 人間行動理解のための装着型センサによる大規模DB2010

    • Author(s)
      河口信夫
    • Organizer
      第3回CREST Anti Metabolic Syndrome Project ワークショップ
    • Place of Presentation
      千葉県東京電子健保上総-宮海浜保養所
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] つくばチャレンジ2009における自律移動ロボット"IVEE"の戦略2009

    • Author(s)
      岩田耕大, 河口信夫, 伊藤誠吾, 下岡和也, 但馬竜介
    • Organizer
      SI2009, 2B1-5
    • Place of Presentation
      東京(芝浦工業大学)
    • Year and Date
      2009-12-25
    • Related Report
      2009 Final Research Report
  • [Presentation] A location-based application with public anonymized sensor data for personal use2009

    • Author(s)
      Takuya Kitade, Kosuke Niwa, Yuichi Koyama, Kazuhiro Naito, Yohei Iwasaki, Nobuo Kawaguchi, Yasushi Hirano, Shoji Kajita, Kenji Mase
    • Organizer
      SPC2009
    • Place of Presentation
      桐生(桐生市民文化会館)
    • Year and Date
      2009-10-29
    • Related Report
      2009 Final Research Report
  • [Presentation] 無線LANを用いた位置依存情報活用システム2009

    • Author(s)
      河口信夫
    • Organizer
      電子情報通信学会 東海支部講演会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2009-10-22
    • Related Report
      2009 Annual Research Report
  • [Presentation] つくばチャレンジにおける自律移動ロボットの構成と制御2008

    • Author(s)
      根岸佑也, 河口信夫, 伊藤誠悟, 但馬竜介, 津坂祐司
    • Organizer
      SI2008
    • Place of Presentation
      岐阜(長良川国際会議場)
    • Year and Date
      2008-12-05
    • Related Report
      2009 Final Research Report
  • [Presentation] つくばチャレンジにおける自律移動ロボットの構成と制御2008

    • Author(s)
      根岸佑也, 河口信夫, 伊藤誠悟, 但馬竜介, 津坂祐司
    • Organizer
      第9回 計測自動制御学会 システムインテグレーション部門(SI部門
    • Place of Presentation
      岐阜
    • Year and Date
      2008-12-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] Secure and Dynamic Coordination of Heterogeneous Smart Spaces2008

    • Author(s)
      Nobuo Kawaguchi, Nobuhiko Nishio, Yohei Iwasaki, Ismail Arai, Koichi Tanaka, Shigeo Fujiwara
    • Organizer
      UbiWORK2008(UbiComp2008Workshops)
    • Place of Presentation
      ソウル(COEX)
    • Year and Date
      2008-09-21
    • Related Report
      2009 Final Research Report
  • [Presentation] 複数スマート・センサの協調による実世界イベント認識2008

    • Author(s)
      根岸佑也, 河口信夫
    • Organizer
      情報処理学会DICOMOシンポジウム
    • Place of Presentation
      定山渓
    • Year and Date
      2008-07-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] 複数スマート・センサの協調による実世界イベント認識2008

    • Author(s)
      根岸佑也, 河口信
    • Organizer
      DICOMO 2008
    • Place of Presentation
      札幌(定山渓ビューホテル)
    • Year and Date
      2008-07-08
    • Related Report
      2009 Final Research Report
  • [Presentation] 多様な機器を赤外線で制御可能なWebサービスの構築2008

    • Author(s)
      春原雅志, 河口信夫
    • Organizer
      DICOMO2008
    • Place of Presentation
      札幌(定山渓ビューホテル)
    • Year and Date
      2008-07-08
    • Related Report
      2009 Final Research Report
  • [Presentation] ESTに基づく異種スマート環境間のセキュアな連携基盤2008

    • Author(s)
      岩崎陽平, 榎堀優, 藤原茂雄, 田中宏一, 西尾信彦, 河口信夫
    • Organizer
      DICOMO2008
    • Place of Presentation
      札幌(定山渓ビューホテル)
    • Year and Date
      2008-07-08
    • Related Report
      2009 Final Research Report
  • [Presentation] Real-world Event Recognition using Multiple Instant Learning Sensors2008

    • Author(s)
      Yuya Negishi, Nobuo Kawaguchi
    • Organizer
      INSS2008
    • Place of Presentation
      金沢(金沢文化会館)
    • Year and Date
      2008-06-19
    • Related Report
      2009 Final Research Report
  • [Presentation] Real-world Event Recognition using Multiple Instant Learning Sensors2008

    • Author(s)
      Yuya Negishi, Nobuo Kawaguchi
    • Organizer
      Proceedings of Fifth International Conference on Networked Sensing Systems (INSS2008)
    • Place of Presentation
      金沢
    • Year and Date
      2008-06-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Instant Learning Sound Sensor: Flexible Real-World Event Recognition System for Ubiquitous Computing2007

    • Author(s)
      Yuya NEGISHI, Nobuo KAWAGUCHI
    • Organizer
      UCS 2007
    • Place of Presentation
      東京(秋葉原ダイビル)
    • Year and Date
      2007-11-25
    • Related Report
      2009 Final Research Report
  • [Presentation] Webブラウザ上での容易な機器制御を可能にするエンドユーザ向けフレームワーク2007

    • Author(s)
      春原雅志, 岩崎陽平, 河口信夫
    • Organizer
      WiNF2007
    • Place of Presentation
      名古屋(名古屋大)
    • Year and Date
      2007-09-25
    • Related Report
      2009 Final Research Report
  • [Presentation] Flexible Real-world Sound Event Recognition System, Ubicomp 2007 Adjunct Proceedings2007

    • Author(s)
      Yuya Negishi, Nobuo Kawaguchi, Instant Learning Sound Sensor
    • Organizer
      Late Breaking Results (LBR)
    • Place of Presentation
      Inssbruck(Austria)
    • Year and Date
      2007-09-17
    • Related Report
      2009 Final Research Report
  • [Presentation] Instant Learning Sound Sensor: Flexible Real-world Sound Event Recognition System2007

    • Author(s)
      Yuya Negishi, Nobuo Fiawaguchi
    • Organizer
      Ubicomp 2007 Late Breaking Results (LBR)
    • Place of Presentation
      インスブルック,オストリー
    • Year and Date
      2007-09-17
    • Related Report
      2007 Annual Research Report
  • [Presentation] Instant Learning Sound Sensor:ユビキタス・コンピューティングのための柔軟なイベント音学習センサ2007

    • Author(s)
      根岸佑也, 河口信夫
    • Organizer
      情報処理学会マルチメディア、分散、協調とモバイル(DICOMO)シンポジウム
    • Place of Presentation
      三重県鳥羽市
    • Year and Date
      2007-07-06
    • Related Report
      2007 Annual Research Report
  • [Presentation] Instant Learning Sound Sensor:ユビキタス・コンピューティングのための柔軟なイベント音学習センサ2007

    • Author(s)
      根岸佑也, 河口信夫
    • Organizer
      DICOMO2007
    • Place of Presentation
      鳥羽(戸田屋)
    • Year and Date
      2007-07-05
    • Related Report
      2009 Final Research Report
  • [Presentation] An Automatic Software Decentralization Framework for Distributed Device Collaboration2007

    • Author(s)
      Yohei Iwasaki, Nobuo Kawaguchi
    • Organizer
      Proc. of 7th International Workshop on Smart Appliances and Wearable Computing (IWSAWC 2007
    • Place of Presentation
      トロント,カナダ
    • Year and Date
      2007-06-29
    • Related Report
      2007 Annual Research Report
  • [Remarks]

    • URL

      http://www.ucl.nuee.nagoya-u.ac.jp/

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://uclab.jp

    • Related Report
      2008 Annual Research Report
  • [Remarks]

    • URL

      http://uclab.jp

    • Related Report
      2007 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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