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Conferences > CLEO_AT > 2023 > AW4I > AW4I.6

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, and Qizhen Sun

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Abstract

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.

© 2023 The Author(s)

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