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Author Bingchen Wang ♦ Omatu, S.
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2002
Language English
Subject Domain (in DDC) Technology ♦ Engineering & allied operations ♦ Other branches of engineering
Subject Keyword Inspection ♦ Acoustic testing ♦ Machine intelligence ♦ Microphones ♦ Signal processing ♦ Tires ♦ Cities and towns ♦ Production facilities ♦ Auditory system ♦ Ovens
Abstract We propose a method to test the quality of machines by using learning vector quantization (LVQ). We extract the characteristic spectrum from acoustic data, and apply it to train a neural network. Then we use the trained neural network to test the other acoustic data. The experimental results show that the proposed method is able to perform the intelligent testing of machines successfully.
Description Author affiliation: Graduate Sch. of Eng., Osaka Prefecture Univ., Japan (Bingchen Wang; Omatu, S.)
ISBN 0780376315
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2002-08-05
Publisher Place Japan
Rights Holder SICE
Size (in Bytes) 387.87 kB
Page Count 6
Starting Page 2102
Ending Page 2107

Source: IEEE Xplore Digital Library