Application of SVM Classifier and Fractal Feature in Circuit Fault Diagnosis
2012 ◽
Vol 490-495
◽
pp. 942-945
Keyword(s):
Combining SVM and fractal theory, a novel fault diagnosis method for analog circuits based on SVM using fractal dimension is developed in this paper. Simulation results of diagnosing the Sallen-Key band pass filter circuit have confirmed that the proposed approach increases the fault diagnosis accuracy, thereby it may be considered as an alternative for the analog fault diagnosis.
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2012 ◽
Vol 263-266
◽
pp. 108-113
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2007 ◽
Vol 221
(11)
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pp. 1279-1286
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Keyword(s):
2012 ◽
Vol 6-7
◽
pp. 1045-1050
2016 ◽
Vol 693
◽
pp. 1524-1531
Keyword(s):