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10933 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. Technical Report TR-CTIT-07-54, Centre for Telematics and Information Technology University of Twente, Enschede. ISSN 1381-3625

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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:Internal Report (Technical Report)
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:10933
Deposited On:21 August 2007
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