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Novel convolution based signal processing techniques for a simplified artificial olfactory mucosa
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Gardner, J. W. and Taylor, J. E. (2007) Novel convolution based signal processing techniques for a simplified artificial olfactory mucosa. In: 14th International Conference on Solid-State Sensors, Actuators and Microsystems, Lyon, France, 10-14 Jun 2007. Published in: International Solid-State Sensors, Actuators and Microsystems Conference, 2007. TRANSDUCERS 2007. 2473- 2476. ISBN 9781424408412. doi:10.1109/SENSOR.2007.4300672
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Official URL: http://dx.doi.org/10.1109/SENSOR.2007.4300672
Abstract
As our understanding of the human olfactory system increases, so does our ability to design novel architectures in order to mimic the biological system. The concept of an artificial olfactory mucosa represents a new development in the field of biomimetics. Here we analyse the signals produced by such a biomimetic system that contain a spatio-temporal element not previously encountered within the field of machine olfaction or so-called electronic noses. This paper explores the use of convolution-based signal processing methodologies to exploit this richer data-set and ameliorate the well-known problems of sensor noise and drift. We show that, under certain conditions,-an artificial mucosa combined with a convolution based classifier performs better than a conventional electronic nose.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering T Technology |
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| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Journal or Publication Title: | International Solid-State Sensors, Actuators and Microsystems Conference, 2007. TRANSDUCERS 2007. | ||||
| Publisher: | IEEE | ||||
| ISBN: | 9781424408412 | ||||
| Official Date: | 2007 | ||||
| Dates: |
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| Number of Pages: | 2 | ||||
| Page Range: | 2473- 2476 | ||||
| DOI: | 10.1109/SENSOR.2007.4300672 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 14th International Conference on Solid-State Sensors, Actuators and Microsystems | ||||
| Type of Event: | Workshop | ||||
| Location of Event: | Lyon, France | ||||
| Date(s) of Event: | 10-14 Jun 2007 |
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