@inproceedings{d39e6b42e189451d9b47005a33b2959e,
title = "Gas identification system based on temperature modulation tin-oxide sensors and bio-inspired processing",
abstract = "This paper presents a gas identification system for electronic nose inspired from the biological olfactory system. Temperature modulation is first used to virtually boost the number of sensors by periodically sampling the sensors' response at different temperatures. Convex tin-oxide sensor technology is used to increase the thermal efficiency of our in-house gas sensors. The response of each sensor is seen as a fingerprint map which is further processed using various image processing techniques. Indeed, SOM algorithm is used to create a 2D map for each gas and the image moments are calculated to retrieve the blighter regions in the SOM's nodes that show high activity to the input gas. The obtained results using the proposed technique are very encouraging.",
keywords = "Gas identification, Gas sensor array, SOM algorithm, Temperature modulation",
author = "A. Far and F. Flitti and B. Guo and A. Bermak",
year = "2008",
doi = "10.1109/ICECS.2008.4675027",
language = "English",
isbn = "9781424421824",
series = "Proceedings of the 15th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008",
pages = "1010--1013",
booktitle = "Proceedings of the 15th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008",
note = "15th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008 ; Conference date: 31-08-2008 Through 03-09-2008",
}