Recognition of Third-Party Interference in Cable Monitoring Based on 1-D CNN with Fiber Optic DAS System

Xiaopeng Wang, Peng He, Guoqing Kang, Xiaotian Liu,Tao He,Shixiong Zhang

2021 13th International Conference on Advanced Infocomm Technology (ICAIT)（2021）

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摘要

A pattern recognition method based on 1-D CNN for third-party interference is proposed and demonstrated. Assisted with fiber optic distributed acoustic sensing (DAS) system, the average recognition with 97.2% for five events and 1. 5ms processing time of a 1-D sample are realized in the field test, and the traffic flow information is achieved basically.

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关键词

1-D CNN,DAS,intrusion recognition,cable monitoring

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