• DocumentCode
    2304157
  • Title

    Wireless Sensor Network Performance Monitoring

  • Author

    Al-raisi, Yaqoob J. ; Parish, David J.

  • Author_Institution
    Loughborough Univ., Loughborough
  • fYear
    2007
  • fDate
    14-20 Oct. 2007
  • Firstpage
    277
  • Lastpage
    282
  • Abstract
    Although wireless sensor networks help in the close monitoring and control of real world applications, they suffer from many problems that degrade their functionality and may cause their monitoring operations to fail. This is due to the deviation of the network from its normal operation as a result of sensor device problems, battery issues, and the harsh environment in which they work. The goal of this paper is to propose a new distributed performance algorithm that ensures the detection of such deviations and reduces their impact on network functionality. The results of experiments showed that the proposed algorithm achieved a high level of detection reliability and is resilient to high packet loss.
  • Keywords
    distributed algorithms; performance evaluation; wireless sensor networks; deviations detection; distributed performance algorithm; performance monitoring; wireless sensor network; Bayesian methods; Condition monitoring; Degradation; Hardware; Loss measurement; Principal component analysis; Redundancy; Sensor phenomena and characterization; Statistics; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Technologies and Applications, 2007. SensorComm 2007. International Conference on
  • Conference_Location
    Valencia
  • Print_ISBN
    978-0-7695-2988-2
  • Type

    conf

  • DOI
    10.1109/SENSORCOMM.2007.4394934
  • Filename
    4394934