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

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Marin-Perianu, M. and Havinga, P.J.M. (2007) D-FLER: A Distributed Fuzzy Logic Engine for Rule-based Wireless Sensor Networks. [Report]

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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.
Item Type:Report
Faculty:
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/64306
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