Published April 18, 2012 | Version v1
Journal article Open

Wavelet based flickering flame detector using differential PIR sensors

Creators

  • 1. Toreyin, B. Ugur : Soyer, E.B. : Inac, Ihsan : Günay, Osman : Köse, Kıvanc : Çetin , A. Enis

Description

In this paper, a flame detection system using a differential Pyro-electric Infrared (PIR) sensor is proposed. A differential PIR sensor is only sensitive to sudden temperature variations within its viewing range and it produces a time-varying signal. The wavelet transform of the differential PIR sensor signal is used for feature extraction and feature vectors are fed to Markov models trained with uncontrolled fire flames and walking person. The model yielding the highest probability is chosen. Results suggest that the system can be used in spacious rooms for uncontrolled fire flame detection.

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Additional details

Funding

FIRESENSE – Fire Detection and Management through a Multi-Sensor Network for the Protection of Cultural Heritage Areas from the Risk of Fire and Extreme Weather Conditions 244088
European Commission