Fault Diagnosis of Analog Circuits Based on IH-PSO Optimized Support Vector Machine

Fault Diagnosis of Analog Circuits Based on IH-PSO Optimized Support Vector Machine

Because of its excellent small sample learning abilities and simple network structure, support vector machine (SVM) is widely applied in various pattern recognition fields, e.g., face recognition, scene classification, fault diagnosis, etc. Due to the complexity and diversity of analog circuit fault...

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Bibliographic Details
Main Authors: Xianfeng Yuan, Ziao Liu, Zhaoming Miao, Ziliang Zhao, Fengyu Zhou, Yong Song
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Particle swarm optimization
support vector machine
benchmark functions
analog circuit
fault diagnosis
Online Access:https://ieeexplore.ieee.org/document/8846201/

Internet

https://ieeexplore.ieee.org/document/8846201/

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