D-FLER: A Distributed Fuzzy Logic Engine for Rule-based Wireless Sensor Networks

Mihai Marin Perianu, Paul J.M. Havinga

    Research output: Book/ReportReportProfessional

    51 Citations (Scopus)
    105 Downloads (Pure)

    Abstract

    We propose D-FLER, a distributed, general-purpose reasoning engine for WSN. D-FLER uses fuzzy logic for fusing individual and neighborhood observations, in order to produce a more accurate and reliable result. Thorough simulation, we evaluate D-FLER in a fire-detection scenario, using both fire and non-fire input data. D-FLER achieves better detection times, while reducing the false alarm rate. In addition, we implement D-FLER on real sensor nodes and analyze the memory overhead, the numerical accuracy and the execution time.
    Original languageUndefined
    Place of PublicationEnschede
    PublisherCentre for Telematics and Information Technology (CTIT)
    Number of pages16
    Publication statusPublished - 2007

    Publication series

    NameCTIT Technical Report Series
    PublisherCentre for Telematics and Information Technology, University of Twente
    No.LNCS4549/TR-CTIT-07-54
    ISSN (Print)1381-3625

    Keywords

    • METIS-242193
    • EWI-10933
    • IR-64306
    • CAES-PS: Pervasive Systems

    Cite this

    Marin Perianu, M., & Havinga, P. J. M. (2007). D-FLER: A Distributed Fuzzy Logic Engine for Rule-based Wireless Sensor Networks. (CTIT Technical Report Series; No. LNCS4549/TR-CTIT-07-54). Enschede: Centre for Telematics and Information Technology (CTIT).