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Information extraction from a large number of micro-sensory data without location attribute

Research Project

Project/Area Number 25330099
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Information network
Research InstitutionChiba University

Principal Investigator

Shioda Shigeo  千葉大学, 工学(系)研究科(研究院), 教授 (70334167)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsセンサ / 位置推定 / グラフ描画 / オンラインソーシャルネットワーク / ランダムウォーク / 対象物カウント / ユビキタス / 対象物数推定 / レンジフリー / センシング / 検出 / ランダムウォークサンプリング / 確率測度変換 / 最適化 / 対象物
Outline of Final Research Achievements

Fundamental theories for extracting the meaningful information from a large number of micro-sensory data collected by numerous sensors located in real or virtual world are established, and their applications to various subjects are examined. Particular focus are put on the following subjects: (1) cooperative sensor localization based on inter-sensor distances,(2) cooperative sensor localization based on binary inter-sensor-distance information, (3) graph drawing method parameterized for varying the layout, (4) target object counting using binary proximity sensors via cluster identification,(5) random-walk-based biased sampling for data collection in on-line social networks.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (29 results)

All 2016 2015 2014 2013 Other

All Journal Article (11 results) (of which Peer Reviewed: 11 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (16 results) (of which Int'l Joint Research: 2 results,  Invited: 2 results) Remarks (2 results)

  • [Journal Article] Parameter estimation method for time-variant target object using randomly deployed sensors and its application to participatory sensing2015

    • Author(s)
      H. Saito and S. Shioda
    • Journal Title

      IEEE Trans. Mobile Computing

      Volume: 14 Issue: 6 Pages: 1259-1271

    • DOI

      10.1109/tmc.2014.2347037

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Connectivity-based sensor localization for anisotropic networks by stress relaxation2015

    • Author(s)
      S. Shioda, J. Komatsu, and K. Nishihara
    • Journal Title

      Proceedings of the IEEE VTC Fall

      Volume: 1 Pages: 1-5

    • DOI

      10.1109/vtcfall.2015.7390878

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Target counting using binary proximity sensors via cluster identification2015

    • Author(s)
      S. Shioda
    • Journal Title

      Proceedings of the IEEE ICC

      Volume: 1 Pages: 6687-6693

    • DOI

      10.1109/icc.2015.7249391

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Localizing Sensors from Their Responses to Targets2015

    • Author(s)
      S. Shioda
    • Journal Title

      IEICE Transactions on Communications

      Volume: E98.B Issue: 1 Pages: 145-152

    • DOI

      10.1587/transcom.E98.B.145

    • NAID

      130004841604

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Random-Walk-Based Biased Sampling for Data Collection on Communication Networks2015

    • Author(s)
      S. Shioda
    • Journal Title

      ACM Performance Evaluation Review

      Volume: 42 Issue: 2 Pages: 21-23

    • DOI

      10.1145/2667522.2667528

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 非構造型P2Pシステムにおける指向性ランダムウォーク検索2015

    • Author(s)
      チュンマニ プーヴィエン, 相馬 知哉, 塩田 茂雄
    • Journal Title

      電子情報通信学会論文誌

      Volume: J98-B Pages: 132-140

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Target Counting with Binary Proximity Sensors Based on Sensor-Cluster Identification2014

    • Author(s)
      S. Shioda
    • Journal Title

      Proceeding of IEEE MASS 2014

      Volume: 1 Pages: 505-506

    • DOI

      10.1109/mass.2014.63

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Unbiased Estimation Based on Biased Sampled Data of Communication Networks2014

    • Author(s)
      S. Shioda
    • Journal Title

      Proceeding of IEEE AINA 2014

      Volume: 1 Pages: 642-647

    • DOI

      10.1109/aina.2014.79

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Cooperative Localization Revisited: Error Bound, Scaling, and Convergence2013

    • Author(s)
      S. Shioda and K. Shimamura
    • Journal Title

      Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems

      Volume: 1 Pages: 197-206

    • DOI

      10.1145/2507924.2507937

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Relative Localization of Sensors Based on Their Responses to Moving Objects2013

    • Author(s)
      S. Shioda and K. Shimamura
    • Journal Title

      Proceedings of the 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems

      Volume: 1 Pages: 419-420

    • DOI

      10.1109/mass.2013.30

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Anchor-free localization: estimation of relative locations of sensors2013

    • Author(s)
      S. Shioda and K. Shimamura
    • Journal Title

      Proceedings of the 2013 IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications

      Volume: 1 Pages: 2087-2092

    • DOI

      10.1109/pimrc.2013.6666488

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Localizing sensors from their responses to targets2016

    • Author(s)
      S. Shioda
    • Organizer
      IEICE Information and Communication Technology Forum 2016
    • Place of Presentation
      Patras (Greece)
    • Year and Date
      2016-07-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] レイアウトを変化させるグラフ自動描画手法2015

    • Author(s)
      竹之内洋樹, 塩田茂雄
    • Organizer
      電子情報通信学会 ソサエティ大会
    • Place of Presentation
      仙台
    • Year and Date
      2015-09-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] Connectivity-based sensor localization for anisotropic networks by stress relaxation2015

    • Author(s)
      S. Shioda, J. Komatsu, and K. Nishihara
    • Organizer
      IEEE 82nd Vehicular Technology Conference (VTC2015-Fall)
    • Place of Presentation
      Boston (U.S.A)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Target Counting Using Binary Proximity Sensors via Cluster Identification2015

    • Author(s)
      S. Shioda
    • Organizer
      IEEE ICC
    • Place of Presentation
      ロンドン(イギリス)
    • Year and Date
      2015-06-08 – 2015-06-12
    • Related Report
      2014 Research-status Report
  • [Presentation] センサ協調位置推定 ~ センサが不均一に置かれたケースにおける精度検証 ~2014

    • Author(s)
      西原圭一, 小松潤也, 塩田茂雄
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      下関
    • Year and Date
      2014-11-19
    • Related Report
      2014 Research-status Report
  • [Presentation] Target Counting with Binary Proximity Sensors Based on Sensor-Cluster Identification2014

    • Author(s)
      S. Shioda
    • Organizer
      IEEE MASS
    • Place of Presentation
      フィラデルフィア(米国)
    • Year and Date
      2014-10-29
    • Related Report
      2014 Research-status Report
  • [Presentation] Random-Walk-Based Biased Sampling for Data Collection on Communication Networks2014

    • Author(s)
      S. Shioda
    • Organizer
      IFIP WG7.3 Performance
    • Place of Presentation
      トリノ(イタリア)
    • Year and Date
      2014-10-08
    • Related Report
      2014 Research-status Report
  • [Presentation] センサ協調位置推定 -相互多辺測量法と多次元尺度構成法の精度比較-2014

    • Author(s)
      小松 潤也, 塩田 茂雄
    • Organizer
      電子情報通信学会 知的環境とセンサネットワーク研究会
    • Place of Presentation
      東京
    • Year and Date
      2014-05-30
    • Related Report
      2014 Research-status Report
  • [Presentation] Unbiased Estimation Based on Biased Sampled Data of Communication Networks2014

    • Author(s)
      S. Shioda
    • Organizer
      IEEE AINA
    • Place of Presentation
      ヴィクトリア(カナダ)
    • Year and Date
      2014-05-15
    • Related Report
      2014 Research-status Report 2013 Research-status Report
  • [Presentation] Cooperative Localization Revisited: Error Bound, Scaling, and Convergence

    • Author(s)
      S. Shioda and K. Shimamura
    • Organizer
      ACM MSWiM
    • Place of Presentation
      バルセロナ(スペイン)
    • Related Report
      2013 Research-status Report
  • [Presentation] Relative Localization of Sensors Based on Their Responses to Moving Objects

    • Author(s)
      S. Shioda and K. Shimamura
    • Organizer
      IEEE MASS
    • Place of Presentation
      杭州(中国)
    • Related Report
      2013 Research-status Report
  • [Presentation] Anchor-free localization: estimation of relative locations of sensors

    • Author(s)
      S. Shioda and K. Shimamura
    • Organizer
      IEEE PIMRC
    • Place of Presentation
      ロンドン(イギリス)
    • Related Report
      2013 Research-status Report
  • [Presentation] センサ位置推定問題の目的関数の凸性について

    • Author(s)
      小松 潤也, 塩田 茂雄
    • Organizer
      日本オペレーションズ・リサーチ学会 春季研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2013 Research-status Report
  • [Presentation] ランダムウォークサンプリングで生じるバイアス除去法の比較

    • Author(s)
      晒谷 亮輔, 塩田 茂雄
    • Organizer
      日本オペレーションズ・リサーチ学会 春季研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2013 Research-status Report
  • [Presentation] センサ協調位置推定再訪 -最適化問題による定式化と解法

    • Author(s)
      塩田 茂雄
    • Organizer
      電子情報通信学会 複雑コミュニケーションサイエンス研究会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] センサ位置推定再訪

    • Author(s)
      塩田 茂雄, 島村 和希
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      熊本
    • Related Report
      2013 Research-status Report
  • [Remarks] http://www.qos.tu.chiba-u.jp

    • Related Report
      2015 Annual Research Report
  • [Remarks] 千葉大学塩田研究室ホームページ

    • URL

      http://www.qos.tu.chiba-u.jp

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

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