An Analog Circuit Fault Diagnosis Method Based on SVM Optimized with BQPSO
- https://doi.org/10.2991/mcei-16.2016.241How to use a DOI?
- BQPSO; SVM; Analog circuit fault diagnosis
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.
- © 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/).
Cite this article
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 - https://doi.org/10.2991/mcei-16.2016.241 ID - Wang2016/12 ER -