A Modified Data Augmentation Integration Method for Intrusion Recognition Assisted with Fiber Optic DAS System

Shixiong Zhang,Tao He,Hao Li, Kai Xiao,Cunzheng Fan,Zhijun Yan,Qizhen Sun

2023 Conference on Lasers and Electro-Optics (CLEO)（2023）

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摘要

A modified data augmentation integration (MDAI) method for intrusion recognition assisted with fiber optic DAS system is proposed. Compared with the method without data augmentation (w/o-DA), the accuracy of MDAI is increased by 48.6% under the conditions of low-SNR, input-shift and events-mixing.

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