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11749 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. In: Ubiquitous Computing Systems. Springer Verlag, Germany, pp. 86-101. ISSN 0302-9743 ISBN 978-3-540-76771-8

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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:Book Section
Research Group:EWI-CAES: Computer Architecture for Embedded Systems
Research Program:CTIT-WiSe: Wireless and Sensor Systems
Research Project:Aware: Platform for Autonomous self-deploying and operation of Wireless sensor-actuator networks cooperating with AeRial objEcts
ID Code:11749
Deposited On:18 December 2010
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