Accurate Recognition of Mixed Events Using Two-dimensional Time-frequency Domain Feature and Data Augmentation for Phase-OTDR Sensing System

Mixed events happening at the same location have been successfully identified for the first time by using two-dimensional time-frequency domain feature and data augmentation in phase-OTDR. Identification of three kinds of events and their arbitrary mixtures have been achieved with an average accuracy of 92%.