DocumentCode :
1465442
Title :
Multiple fault diagnosis in analogue circuits using time domain response features and multilayer perceptrons
Author :
Ogg, S. ; Lesage, S. ; Jervis, B.W. ; Maiden, Y. ; Zimmer, T.
Author_Institution :
Sch. of Eng., Sheffield Univ., UK
Volume :
145
Issue :
4
fYear :
1998
fDate :
8/1/1998 12:00:00 AM
Firstpage :
213
Lastpage :
218
Abstract :
A technique is described for diagnosing multiple faults in analogue circuits from their impulse response function using multilayer perceptrons, in terms of a specific example. A Dirac impulse input to the circuit was simulated, and time domain features of the output response were classified by a system of two multilayer perceptrons to produce accurate numerical fault values
Keywords :
analogue integrated circuits; fault diagnosis; integrated circuit testing; multilayer perceptrons; time-domain analysis; transient response; Dirac impulse response function; analogue circuit; artificial neural network; integrated circuit; multilayer perceptron; multiple fault diagnosis; time domain response;
fLanguage :
English
Journal_Title :
Circuits, Devices and Systems, IEE Proceedings -
Publisher :
iet
ISSN :
1350-2409
Type :
jour
DOI :
10.1049/ip-cds:19982119
Filename :
740292
Link To Document :
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