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

Mihai Marin Perianu, Paul J.M. Havinga

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    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
    Title of host publicationUbiquitous Computing Systems
    Place of PublicationGermany
    PublisherSpringer
    Pages86-101
    Number of pages16
    ISBN (Print)978-3-540-76771-8
    DOIs
    Publication statusPublished - Nov 2007
    EventUbiquitous Computing Systems - Tokyo, Japan
    Duration: 25 Nov 200728 Nov 2007

    Publication series

    Name
    PublisherSpringer Verlag
    Number7
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    ConferenceUbiquitous Computing Systems
    Period25/11/0728/11/07
    Other25-28 Nov 2007

    Keywords

    • CAES-PS: Pervasive Systems
    • METIS-245954
    • IR-62119
    • EWI-11749

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