JIANG Yuan-yuan1, HAN Zhen-yun3, CUI Jiang2. Analog circuit diagnosis with fault dictionary method based on DAGSVC[J]. 2011, 30(4): 12-16. DOI: 10.13873/j.1000-97872011.04.021.
Focusing on the design of problem of fault diagnosis of analog circuit and classifier with support vector machines(SVMs)
a new method of fault dictionary based on directed acyclic graph SVMs classifier(DAGSVC) is presented
and a specification for estimating the average test complexity of the support vector machine classifier(SVC) is also compared.Two actual analog filter are tested to validate the proposed method
whose performance is proven to be superior to the traditional methods
such as "1-v-r"SVC and "1-v-1"SVC.The proposed method
being proper to perform analog circuit diagnosis and faults isolation
could also achieve almost the same diagnosis rate as the clustering binary tree SVC