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Modelling of direction-dependent dynamic processes: A comparison of Wiener models and neural networks
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UNSPECIFIED (2002) Modelling of direction-dependent dynamic processes: A comparison of Wiener models and neural networks. In: 19th IEEE Instrumentation and Measurement Technology Conference (IMTC/2002), ANCHORAGE, AK, MAY 21-23, 2002. Published in: IMTC 2002: PROCEEDINGS OF THE 19TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1 & 2 pp. 215-220. ISBN 0-7803-7218-2. ISSN 1091-5281.
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Abstract
The modelling of direction-dependent processes using Wiener and neural network models is compared for several different processes and for three different types of input signal - a pseudo-random binary signal (prbs), art inverse-repeat pseudo-random binary signal (irprbs) and a multisine (sum of harmonics) signal. Experimental results on an electronic nose are presented to illustrate the applicability of the techniques discussed.
Item Type: | Conference Item (UNSPECIFIED) | ||||
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Series Name: | IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, PROCEEDINGS | ||||
Journal or Publication Title: | IMTC 2002: PROCEEDINGS OF THE 19TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1 & 2 | ||||
Publisher: | IEEE | ||||
ISBN: | 0-7803-7218-2 | ||||
ISSN: | 1091-5281 | ||||
Official Date: | 2002 | ||||
Dates: |
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Number of Pages: | 6 | ||||
Page Range: | pp. 215-220 | ||||
Publication Status: | Published | ||||
Title of Event: | 19th IEEE Instrumentation and Measurement Technology Conference (IMTC/2002) | ||||
Location of Event: | ANCHORAGE, AK | ||||
Date(s) of Event: | MAY 21-23, 2002 |
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