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

    Publication series

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

    Keywords

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

    Cite this

    Marin Perianu, M., & Havinga, P. J. M. (2007). D-FLER - A Distributed Fuzzy Logic Engine for Rule-Based Wireless Sensor Networks. In Ubiquitous Computing Systems (pp. 86-101). [10.1007/978-3-540-76772-5_7] Germany: Springer. https://doi.org/10.1007/978-3-540-76772-5_7