An Analog Circuit Fault Diagnosis Method Based on SVM Optimized with BQPSO

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International Journal of Advanced Network, Monitoring and Controls

Xi'an Technological University

Subject: Computer Science , Software Engineering

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eISSN: 2470-8038

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VOLUME 1 , ISSUE 2 (December 2016) > List of articles

An Analog Circuit Fault Diagnosis Method Based on SVM Optimized with BQPSO

Wang Zhongsheng / Yang Sen / Huang Shujuan

Keywords : BQPSO, SVM, analog circuit fault diagnosis

Citation Information : International Journal of Advanced Network, Monitoring and Controls. Volume 1, Issue 2, Pages 53-58, DOI: https://doi.org/10.2991/mcei-16.2016.241

License : (CC BY 4.0)

Published Online: 02-April-2018

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ABSTRACT

In order to improve the correct rate of analog circuit fault diagnosis, a method based on SVM optimized with BQPSO is put forward. Firstly, BQPSO algorithm and its steps are presented; Then the performance impact factors of SVM are analyzed, and the steps of SVM parameters optimized with BQPSO are given; Finally, a filter circuit is taken as an example to simulate. The result shows that this method is effective.

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