DocumentCode :
264314
Title :
Fuzzy logic-based hardware architecture for event detection in Wireless Sensor Networks
Author :
Khelifi, Fouad ; Kaddachi, Med Lassaad ; Bouallegue, Belgacem ; Soudani, Adel
Author_Institution :
Lab. d´Electron. et micro-Electron. (Lab.-IT06), Fac. des Sci. de Monastir, Monastir, Tunisia
fYear :
2014
fDate :
18-20 Jan. 2014
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, we present and evaluate a hardware multi-sensor architecture for objects / events detection, especially designed to enable low power and higher precision in Wireless Sensor Networks. The proposed architecture is based on fuzzy logic approach in order to improve mapping between QoS requirements for a communication processes and available hardware resources in WSN nodes. It improves the accuracy in taking decision about a system that has imprecise information. Each node introduces two types of sensors, scalar and visual. Scalar sensors perform detection and localization of objects, while the other visual is responsible to monitoring objects. A set of fuzzy rules to analyze signals collected by different sensors is used to activate rest of the sensing circuits (i.e., data processing and communication) only when the event of interest in the environment is available. We discuss in depth the internal hardware architecture of the proposed solution which is planned to reach high performance running in FPGAs circuit. Synthesis results and relevant performance comparisons with related works are presented.
Keywords :
field programmable gate arrays; fuzzy logic; object detection; quality of service; sensor fusion; wireless sensor networks; FPGA circuit; QoS requirements; data communication; data processing; event detection; fuzzy logic; fuzzy rules; hardware multisensor architecture; hardware resources; object detection; object localization; scalar sensors; sensing circuits; visual sensors; wireless sensor networks; Computer architecture; Field programmable gate arrays; Monitoring; Sensors; Software; Visualization; Wireless sensor networks; FPGA; Object detection; Wireless sensor networks; fuzzy logic; multisensory systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Applications & Research (WSCAR), 2014 World Symposium on
Conference_Location :
Sousse
Print_ISBN :
978-1-4799-2805-7
Type :
conf
DOI :
10.1109/WSCAR.2014.6916827
Filename :
6916827
Link To Document :
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