Principal Component Analysis Based GaN Transistor Live Health Monitoring

Abstract

Adoption of next generation semiconductors is still low, partly due to limited knowledge from the reliability point of view. To help solving this problem we introduce a way to track transistor degradation in real time using PCA analysis. By using this method, it is possible to detect when a transistor is no longer operating nominally from easily obtained voltage measurements.