Multi-Dimensional Distributed Optical Fiber Vibration Sensing Pattern Recognition Based on Convolutional Neural Network

Xibo Jin; Kun Liu; Junfeng Jiang; Shuang Wang; Tianhua Xu; Yuelang Huang; Xinxin Hu; Dongqi Zhang; Tiegen Liu

doi:10.3788/AOS230944

Acta Optica Sinica, Volume. 44, Issue 1, 0106023(2024)

Multi-Dimensional Distributed Optical Fiber Vibration Sensing Pattern Recognition Based on Convolutional Neural Network

Xibo Jin^1,2,3, Kun Liu^1,2,3、*, Junfeng Jiang^1,2,3, Shuang Wang^1,2,3, Tianhua Xu^1,2,3, Yuelang Huang^1,2,3, Xinxin Hu^1,2,3, Dongqi Zhang^1,2,3, and Tiegen Liu^1,2,3

Author Affiliations

¹School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China

²Key Laboratory of Opto-Electronics Information Technology, Ministry of Education, Tianjin University, Tianjin 300072, China

³Institute of Optical Fiber Sensing, Tianjin University, Tianjin 300072, China

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Xibo Jin, Kun Liu, Junfeng Jiang, Shuang Wang, Tianhua Xu, Yuelang Huang, Xinxin Hu, Dongqi Zhang, Tiegen Liu. Multi-Dimensional Distributed Optical Fiber Vibration Sensing Pattern Recognition Based on Convolutional Neural Network[J]. Acta Optica Sinica, 2024, 44(1): 0106023

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Paper Information

Category: Fiber Optics and Optical Communications

Received: May. 8, 2023

Accepted: Jun. 12, 2023

Published Online: Jan. 12, 2024

The Author Email: Kun Liu (beiyangkl@tju.edu.cn)

DOI:10.3788/AOS230944

CSTR:32393.14.AOS230944

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