• DocumentCode
    2388831
  • Title

    Engineering energy-efficient target detection applications in Wireless Sensor Networks

  • Author

    Medagliani, Paolo ; Leguay, Jérémie ; Gay, Vincent ; Lopez-Ramos, Mario ; Ferrari, Gianluigi

  • fYear
    2010
  • fDate
    March 29 2010-April 2 2010
  • Firstpage
    31
  • Lastpage
    39
  • Abstract
    This paper addresses the problem of engineering energy-efficient target detection applications using unattended Wireless Sensor Networks (WSNs) for long-lasting surveillance of areas of interest. As battery energy depletion is an issue in this context, an approach consists of switching on and off sensing and communication modules of wireless sensors according to duty cycles. Making these modules work in an intermittent fashion impacts (i) the latency of notification transmission (depending on the communication duty cycle) and (ii) the probability of missed target detection (depending on the number of deployed nodes and the sensing duty cycle). In order to optimize the system parameters according to performance objectives, we first derive an analytical engineering toolkit which evaluates the probability of missed detection (Pmd), the notification transmission latency (D), and the network lifetime (¿) under the assumption of random node deployment. Then, we show how this toolbox can be used to optimally configure system parameters under realistic performance constraints.
  • Keywords
    object detection; video surveillance; wireless sensor networks; engineering energy-efficient target detection applications; long-lasting surveillance; wireless sensor networks; Batteries; Communication switching; Context; Delay; Energy efficiency; Object detection; Power engineering and energy; Surveillance; Wireless communication; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Communications (PerCom), 2010 IEEE International Conference on
  • Conference_Location
    Mannheim
  • Print_ISBN
    978-1-4244-5329-0
  • Electronic_ISBN
    978-1-4244-5328-3
  • Type

    conf

  • DOI
    10.1109/PERCOM.2010.5466994
  • Filename
    5466994