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

DOI

10.2991/mcei-16.2016.241How to use a DOI?

Keywords

BQPSO; SVM; Analog circuit fault diagnosis

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.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zhongsheng Wang
AU  - Sen Yang
AU  - Shujuan Huang
PY  - 2016/12
DA  - 2016/12
TI  - An Analog Circuit Fault Diagnosis Method Based on SVM Optimized with BQPSO
BT  - Proceedings of the 2016 6th International Conference on Mechatronics, Computer and Education Informationization (MCEI 2016)
PB  - Atlantis Press
SP  - 1167
EP  - 1172
SN  - 1951-6851
UR  - https://doi.org/10.2991/mcei-16.2016.241
DO  - 10.2991/mcei-16.2016.241
ID  - Wang2016/12
ER  -