Deep Learning Network on Waveform Components Recognition for Distributed Optic-Fiber Sensing

Zhengting Wu,Zihan Liang, Yonguan Shi,Huanhuan Liu,Hong Dang, Luoyuan Liao,Jinna Chen,Perry Ping Shum

2021 IEEE Photonics Conference (IPC)（2021）

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摘要

We have proposed a deep learning network of SqueezeNet in the application of distributed optic-fiber sensing based on phase-sensitive optical time-domain reflectometry technique. The obtained results show the improvement in the accuracy of waveform components recognition for low SNR and multiple component signals.

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关键词

Deep learning,Optical fiber networks,Reflectometry,Feature extraction,Optical sensors,Optical reflection,Time-domain analysis

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