Fault Diagnosis Method of Non-linear Analog Circuits Based on Volterra Series and SVM

被引：0
|
作者：
He, Huafeng [1 ]
Chen, Yicheng [1 ]
Yang, Zheng [1 ]
Deng, Huixuan [1 ]
机构：
[1] Second Artillery Engn Univ, Xian 710025, Peoples R China
来源：
26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC) | 2014年
关键词：
Volterra Series; SVM; Fault Diagnosis; SYSTEMS; KERNELS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new fault diagnosis method of analog circuits is proposed in this paper. The method is based on Volterra series and SVM. This paper introduces the basic theory of Volterra series and SVM and deduces the proposed identification method in detail. The identification method is applied to the fault diagnosis of a non-linear analog circuit. The simulation result shows that the proposed method can obviously improve the fault diagnosis rate compared with the traditional method.
引用
收藏
页码：3217 / 3222
页数：6
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