Abstract
In the paper the application of the SVM (support vector machine) algorithm has been used for diagnosis and test of analog electronic circuits in time domain. Procedure designed belongs to simulation before test technique, where the fault models should be assumed at the before test stage (prototype stage). Both, parametric and catastrophic faults based on standard fault models are considered. Selected features from transient domain are classified at the after test stage with use of decision function, which has been designed by SVM algorithm. An exemplary benchmark has been tested and the results prove high classification ability of the SVM application.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.