DocumentCode
2155732
Title
A Low-Cost Intelligent Gas Sensing Device for Military Applications
Author
Kennedy, Robert F. ; Nahavandi, Saeid
Volume
4
fYear
2008
fDate
27-30 May 2008
Firstpage
3
Lastpage
8
Abstract
The field of electronic noses and gas sensing has been developing rapidly since the introduction of the silicon based sensors. There are numerous systems that can detect and indicate the level of a specific gas. We introduce here a system that is low power, small and cheap enough to be used in mobile robotic platforms while still being accurate and reliable enough for confident use. The design is based around a small circuit board mounted in a plastic case with holes to allow the sensors to protrude through the top and allow the natural flow of gas evenly across them. The main control board consists of a microcontroller PCB with surface mount components for low cost and power consumption. The firmware of the device is based on an algorithm that uses an Artificial Neural Network (ANN) which receives input from an array of gas sensors. The various sensors feeding the ANN allow the microcontroller to determine the gas type and quantity. The Testing of the device involves the training of the ANN with a number of different target gases to determine the weightings for the ANN. Accuracy and reliability of the ANN is validated through testing in a specific gas filled environment.
Keywords
Artificial neural networks; Electronic noses; Gas detectors; Intelligent sensors; Microcontrollers; Mobile robots; Power system reliability; Sensor arrays; Silicon; Testing; ANN; Device; Gas; Intelligent; Low-power; Microcontroller; Military; Neural Network; Robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location
Sanya, China
Print_ISBN
978-0-7695-3119-9
Type
conf
DOI
10.1109/CISP.2008.749
Filename
4566606
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