• DocumentCode
    3509684
  • Title

    A novel approach for monitoring Wireless Sensor Network performance by tracking node operational deviation

  • Author

    Al-raisi, Yaqoob J Y ; Mohamed, Nazar E.

  • Author_Institution
    Electron. & Electr. Eng., Loughborough Univ., Loughborough, UK
  • fYear
    2010
  • fDate
    22-25 June 2010
  • Firstpage
    113
  • Lastpage
    119
  • Abstract
    recently, many potential fields, such as the military, increasingly depend on Wireless Sensor Networks (WSN) for monitoring and controlling their different application processes as a result of the network special characteristics. Although these characteristics reduce the cost of network manufacture and deployment, they nevertheless add new challenges in terms of network operation deviation from norm. Unfortunately, this deviation, in some cases, badly affects the network´s collected data and makes it meaningless. This paper proposes a distributed monitoring algorithm that enables each node in a large scale WSN to track the operation of its neighbour nodes and report any deviation that is expected to effect network functionality. The proposed algorithm´s functionality was tested on a Berkeley (Crossbow) Mica2 sensor Motes test bed with the TinyOS ‘Surge’ multihop application. The results of the conducted experiments show that the algorithm achieves a high level of detection reliability.
  • Keywords
    Algorithm design and analysis; Approximation algorithms; Heuristic algorithms; Measurement; Monitoring; Protocols; Wireless sensor networks; Sensor Networks; WSNs performance monitoring; on-line fault detection; outlier detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Communications (ISCC), 2010 IEEE Symposium on
  • Conference_Location
    Riccione, Italy
  • ISSN
    1530-1346
  • Print_ISBN
    978-1-4244-7754-8
  • Type

    conf

  • DOI
    10.1109/ISCC.2010.5546583
  • Filename
    5546583