Configuring Resolution of Wireless Sensor Network for Target Tracking System

2013 Fiscal Year Final Research Report

• Project/Area Number: 23700096
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Computer system/Network
• Research Institution: National 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
• Keywords: 無線センサーネットワーク / 対象追跡システム

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.

Research Products

• [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
  • Peer Reviewed
• [Journal Article] Faults in Sensory Readings : Classification and Model Learning (2013)
  • 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
  • Peer Reviewed
• [Journal Article] S-CLAIM : An Agent-based Programming Language for Aml, A Smart-Room Case Study (2012)
  • Author(s): Valentina Baljak, Marius Tudor Benea, Amal El Fallah Seghrouchni, C6dric Herpson, Shinichi Honiden, Thi Thuy Nga Nguyen, Andrei Olaru, Ryo Shimizu, Kenji Tei, Susumu Toriumi
  • Journal Title: Procedia Computer Science Volume: vol.10 Pages: 30-37
  • DOI: 10.1016/j.procs.2012.06.008
• [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
  • URL: http://search.ieice.org/bin/summary.php?id=j94-b_10_1351&category=B&year=2011&lang=J&abst=
• [Presentation] ApPlying Time Series Analysis and Neighbourhood Voting in a Decentralised Approach for Fault Detection and Classification in WSNs (2013)
  • 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
  • Year and Date: 20131204-05
• [Presentation] Fault Detection in Wireless Sensor Networks : AMachine Learning Approach (2013)
  • 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)
  • Year and Date: 20131203-05
• [Presentation] Fault Classification and Model Learning from Sensory Readings Framework for Fault Tolerance in Wireless Sensor Networks (2013)
  • 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)
  • Year and Date: 20130402-05
• [Presentation] A Machine Learning Approach for Identifying and Classifying Faults in Wireless Sensor Networks (2012)
  • 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)
  • Year and Date: 20121205-07
• [Presentation] A Hybrid Fault Detection Approach for Context-aware Wireless Sensor Networks (2012)
  • 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)
  • Year and Date: 20121008-11
• [Presentation] Classification of Faults in Sensor Readings with Statistical Pattern Recognition (2012)
  • 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)
  • Year and Date: 20120819-24
• [Presentation] Case Studies on the Development of Wireless Sensor Network Applications using Multiple Abstraction Levels (2012)
  • 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
• [Presentation] Autonomic Role and Mission Allocation Franlework for Wireless Sensor Networks (2011)
  • 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)
  • Year and Date: 20111003-07
• [Presentation] Model Driven Development for Rapid Prototyping and Optimization of Wireless Sensor Network Applications (2011)
  • 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