• DocumentCode
    264314
  • Title

    Fuzzy logic-based hardware architecture for event detection in Wireless Sensor Networks

  • Author

    Khelifi, Fouad ; Kaddachi, Med Lassaad ; Bouallegue, Belgacem ; Soudani, Adel

  • Author_Institution
    Lab. d´Electron. et micro-Electron. (Lab.-IT06), Fac. des Sci. de Monastir, Monastir, Tunisia
  • fYear
    2014
  • fDate
    18-20 Jan. 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, we present and evaluate a hardware multi-sensor architecture for objects / events detection, especially designed to enable low power and higher precision in Wireless Sensor Networks. The proposed architecture is based on fuzzy logic approach in order to improve mapping between QoS requirements for a communication processes and available hardware resources in WSN nodes. It improves the accuracy in taking decision about a system that has imprecise information. Each node introduces two types of sensors, scalar and visual. Scalar sensors perform detection and localization of objects, while the other visual is responsible to monitoring objects. A set of fuzzy rules to analyze signals collected by different sensors is used to activate rest of the sensing circuits (i.e., data processing and communication) only when the event of interest in the environment is available. We discuss in depth the internal hardware architecture of the proposed solution which is planned to reach high performance running in FPGAs circuit. Synthesis results and relevant performance comparisons with related works are presented.
  • Keywords
    field programmable gate arrays; fuzzy logic; object detection; quality of service; sensor fusion; wireless sensor networks; FPGA circuit; QoS requirements; data communication; data processing; event detection; fuzzy logic; fuzzy rules; hardware multisensor architecture; hardware resources; object detection; object localization; scalar sensors; sensing circuits; visual sensors; wireless sensor networks; Computer architecture; Field programmable gate arrays; Monitoring; Sensors; Software; Visualization; Wireless sensor networks; FPGA; Object detection; Wireless sensor networks; fuzzy logic; multisensory systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Applications & Research (WSCAR), 2014 World Symposium on
  • Conference_Location
    Sousse
  • Print_ISBN
    978-1-4799-2805-7
  • Type

    conf

  • DOI
    10.1109/WSCAR.2014.6916827
  • Filename
    6916827