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Configuring Resolution of Wireless Sensor Network for Target Tracking System

Research Project

Project/Area Number 23700096
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Computer system/Network
Research InstitutionNational Institute of Informatics

Principal Investigator

TEI Kenji  国立情報学研究所, アーキテクチャ科学研究系, 助教 (40434295)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords無線センサーネットワーク / 対象追跡システム / 無線センサネットワーク / センサモデル / 自己修復 / センサエラー
Research Abstract

We proposed sensor models for target tracking systems in wireless sensor networks. Target tracking systems should maintain required resolutions while keeping low resource consumptions to maintain long network lifetime due to severe resource limitations. However, usually there is a tradeoff between resolutions and network traffic. Network traffic will be heavy to maintain high resolution. Main goal of this research is to reduce unnecessary traffic to maintain required resolutions, and we proposed a sensor model, which enables software to configure resolutions of sensor nodes, and configuration algorithms for the sensor model to reduce unnecessary traffic to maintain required resolutions.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (28 results)

All 2014 2013 2012 2011

All Journal Article (7 results) (of which Peer Reviewed: 6 results) Presentation (21 results)

  • [Journal Article] 無線センサネットワークにおけるデータ品質改善の為の開発プロセス2014

    • Author(s)
      清水遼,鄭顕志,深澤良彰,本位田真一
    • Journal Title

      電子報通信学会論文誌

      Volume: J97-D(3) Pages: 473-487

    • URL

      http://search.ieice.org/bin/summary.php?id=j97-d_3_473

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 無線センサネットワークにおけるデータ品質改善の為の開発プロセス2014

    • Author(s)
      清水 遼, 鄭 顕志, 深澤 良彰, 本位田 真一
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: J97-D(3) Pages: 473-487

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Faults in Sensory Readings : Classification and Model Learning2013

    • Author(s)
      Valentina Baljak, Kenji Tei, and Shinichi Honiden
    • Journal Title

      Sensors & Transducers Journal

      Volume: vol.18 Pages: 177-187

    • URL

      http://www.sensorsportal.com/HTML/DIGEST/P_SI_304.Htnl

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] S-CLAIM: An Agent-based Programming Language for AmI, A Smart-Room Case Study2012

    • Author(s)
      Valentina Baljak, Marius Tudor Benea, Amal El Fallah Seghrouchni, Cedric Herpson, Shinichi Honiden, Thi Thuy Nga Nguyen, Andrei Olaru, Ryo Shimizu, Kenji Tei, Susumu Toriumi
    • Journal Title

      Procedia Computer Science

      Volume: 10 Pages: 30-37

    • DOI

      10.1016/j.procs.2012.06.008

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Faults in Sensory Readings: Classification and Model Learning2012

    • Author(s)
      Valentina Baljak, Tei Kenji, and Shinichi Honiden
    • Journal Title

      Sensors & Transducers Journal

      Volume: 18 Pages: 177-187

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 無線センサネットワークにおける対象追跡の分解能を調整可能なセンサモデル2011

    • Author(s)
      鄭顕志,中里彦俊,深澤良彰,本位田真一
    • Journal Title

      電子情報通信学会論文誌

      Volume: Jg4-B(10) Pages: 1351-1362

    • NAID

      110008749650

    • URL

      http://search.ieice.org/bin/summary.php?id=j94-b_10_1351&category=B&year=2011&lang=J&abst=

    • Related Report
      2013 Final Research Report
  • [Journal Article] 無線センサネットワークにおける対象追跡の分解能を調整可能なセンサモデル2011

    • Author(s)
      鄭 顕志,中里 彦俊,深澤 良彰,本位田 真一
    • Journal Title

      電子情報通信学会論文誌

      Volume: J94-B(10)

    • NAID

      110008749650

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Fault Detection in Wireless Sensor Networks : AMachine Learning Approach2013

    • Author(s)
      Ehsan Ullah Warriach, and Kenji Tei
    • Organizer
      the 10th IEEE International Conference on Embedded Software and Systems (ICESS13)
    • Place of Presentation
      Sydney, Austraria(pp,758-765)
    • Related Report
      2013 Final Research Report
  • [Presentation] ApPlying Time Series Analysis and Neighbourhood Voting in a Decentralised Approach for Fault Detection and Classification in WSNs2013

    • Author(s)
      Tuan Anh Nguyen, Doina Bucur, Marco Aiello, and Kenji Tei
    • Organizer
      the 4th International Symposium on Information and Communication Technology(SolCT2013)
    • Place of Presentation
      Danang, Vietnam
    • Related Report
      2013 Final Research Report
  • [Presentation] Fault Classification and Model Learning from Sensory Readings Framework for Fault Tolerance in Wireless Sensor Networks2013

    • Author(s)
      Valentina Baljak, Kenji Tei, and Shinichi Honiden
    • Organizer
      IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (IEEE ISSNIP 2013)
    • Place of Presentation
      Melbourne, Australia(pp.408-413)
    • Related Report
      2013 Final Research Report
  • [Presentation] Fault Classification and Model Learning from Sensory Readings Framework for Fault Tolerance in Wireless Sensor Networks2013

    • Author(s)
      Valentina Baljak, Kenji Tei, and Shinichi Honiden
    • Organizer
      IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information (IEEE ISSNIP)
    • Place of Presentation
      Melbourne, Australia
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Decentralized Scheme for Fault Detection and Classification in WSNs2013

    • Author(s)
      Tuan Anh Nguyen, Marco Aiello, and Kenji Tei
    • Organizer
      the 1st International Conference on Cyber-Physical Systems, Networks, and Applications, WIP session
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Applying Time Series Analysis and Neighbourhood Voting in a Decentralised Approach for Fault Detection and Classification in WSNs2013

    • Author(s)
      Tuan Anh Nguyen, Doina Bucur, Marco Aiello, and Kenji Tei
    • Organizer
      the 4th International Symposium on Information and Communication Technology (SoICT2013)
    • Place of Presentation
      Danang, Vietnam
    • Related Report
      2013 Annual Research Report
  • [Presentation] Fault Detection in Wireless Sensor Networks: A Machine Learning Approach2013

    • Author(s)
      Ehsan Ullah Warriach, and Kenji Tei
    • Organizer
      the 10th IEEE International Conference on Embedded Software and Systems (ICESS13)
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Fault Classification and Model Learning from Sensory Readings Framework for Fault Tolerance in Wireless Sensor Networks2013

    • Author(s)
      Valentina Baljak, Kenji Tei, and Shinichi Honiden
    • Organizer
      IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (IEEE ISSNIP 2013)
    • Place of Presentation
      Melbourne, Australia
    • Related Report
      2012 Research-status Report
  • [Presentation] Case Studies on the Development of Wireless Sensor Network Applications using Multiple Abstraction Levels2012

    • Author(s)
      Ryo Shimizu, Kenji Tei, Yoshiaki Fukazawa and Shinichi Honiden
    • Organizer
      Third International Workshop on Software Engineering for Sensor Network Applications(SESENA)
    • Place of Presentation
      Zurich, Switzerland(PP.22-28)
    • Year and Date
      2012-06-02
    • Related Report
      2013 Final Research Report
  • [Presentation] A Machine Learning Approach for Identifying and Classifying Faults in Wireless Sensor Networks2012

    • Author(s)
      Ehsan Ullah Warriach, Kenji Tei, and Marco Aiello
    • Organizer
      the 10th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing(EUC12)
    • Place of Presentation
      Paphos, Cyprus(pp.618-625)
    • Related Report
      2013 Final Research Report
  • [Presentation] A Hybrid Fault Detection Approach for Context-aware Wireless Sensor Networks2012

    • Author(s)
      Ehsan Warriach, Kenji Tei, Tuan Anh Nguyen, Marco Aiello
    • Organizer
      the gth IEEE International Conference on Mobile Ad hoc and Sensor Systems (IEEE MASS2012)
    • Place of Presentation
      Las Vegas, USA(pp.281-289)
    • Related Report
      2013 Final Research Report
  • [Presentation] Classification of Faults in Sensor Readings with Statistical Pattern Recognition2012

    • Author(s)
      Valentina Baljak, Kenji Tei, and Shinichi Honiden
    • Organizer
      The Sixth International Conference on Sensor Technologies and Applications (SENSORCOMM 2012)
    • Place of Presentation
      Rome, Italy(pp.270-276)
    • Related Report
      2013 Final Research Report
  • [Presentation] Fault Detection in Wireless Sensor Networks: a Hybrid Approach2012

    • Author(s)
      Ehsan Warriach, Kenji Tei, Tuan Anh Nguyen, Marco Aiello
    • Organizer
      poster session of the 11th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN)
    • Place of Presentation
      Beijing, China
    • Related Report
      2012 Research-status Report
  • [Presentation] Case Studies on the Development of Wireless Sensor Network Applications using Multiple Abstraction Levels2012

    • Author(s)
      Ryo Shimizu, Kenji Tei, Yoshiaki Fukazawa and Shinichi Honiden
    • Organizer
      Third International Workshop on Software Engineering for Sensor Network Applications (SESENA), in conjunction with International Conference on Software Engineering (ICSE)
    • Place of Presentation
      Zurich, Switzerland
    • Related Report
      2012 Research-status Report
  • [Presentation] S-CLAIM: An Agent-based Programming language for AmI, A Smart-Room Case Study2012

    • Author(s)
      Valantina Baljak, Marius Tudor Benea, Amal El Fallah Seghrouchni, Cedric Herpson, Shinichi Honiden, Thi Thuy Nga Nguyen, Andrei Olaru, Ryo Shimizu, Kenji Tei and Susumu Toriumi
    • Organizer
      The 3rd International Conference on Ambient Systems, Networks and Technologies (ANT-2012)
    • Place of Presentation
      Ontario, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] Classification of Faults in Sensor Readings with Statistical Pattern Recognition2012

    • Author(s)
      Valentina Baljak, Kenji Tei, and Shinichi Honiden
    • Organizer
      The Sixth International Conference on Sensor Technologies and Applications (SENSORCOMM 2012)
    • Place of Presentation
      Rome, Italy
    • Related Report
      2012 Research-status Report
  • [Presentation] A Hybrid Fault Detection Approach for Context-aware Wireless Sensor Networks2012

    • Author(s)
      Ehsan Warriach, Kenji Tei, Tuan Anh Nguyen, Marco Aiello
    • Organizer
      the 9th IEEE International Conference on Mobile Ad hoc and Sensor Systems (IEEE MASS2012)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] A Machine Learning Approach for Identifying and Classifying Faults in Wireless Sensor Networks2012

    • Author(s)
      Ehsan Ullah Warriach, Kenji Tei, and Marco Aiello
    • Organizer
      the 10th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC12)
    • Place of Presentation
      Paphos, Cyprus
    • Related Report
      2012 Research-status Report
  • [Presentation] Model Driven Development for Rapid Prototyping and Optimization of Wireless Sensor Network Applications2011

    • Author(s)
      Ryo Shimizu, Kenji Tei, Yoshiaki Fukazawa, Shinichi Honiden
    • Organizer
      2nd International Workshop on Software Engineering for Sensor Network Applications(SESENA11)
    • Place of Presentation
      Honolulu, USA(pp.31-36)
    • Year and Date
      2011-05-22
    • Related Report
      2013 Final Research Report
  • [Presentation] Autonomic Role and Mission Allocation Franlework for Wireless Sensor Networks2011

    • Author(s)
      Thenlistoklis Bourdenas, Kenji Tei, Shinichi Honiden and Morris Sloman
    • Organizer
      Fifth IEEE International Conference on Self-Adaptive and Self-Organizing Systems(SASO'11)
    • Place of Presentation
      Ann Arbor, USA(pp.61-70)
    • Related Report
      2013 Final Research Report
  • [Presentation] Autonomic Role and Mission Allocation Framework for Wireless Sensor Networks2011

    • Author(s)
      Themistoklis Bourdenas, Kenji Tei, Shinichi Honiden and Morris Sloman
    • Organizer
      Fifth IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO'11)
    • Place of Presentation
      Michigan, USA
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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