Acta Optica Sinica, Volume. 45, Issue 10, 1028003(2025)
Pipeline Leakage Event Recognition in Distributed Optical Fiber Sensing Using One‑Dimensional Convolutional Neural Network with Fusion Input of Features and Multi‑Parametric Signals
[3] Zhang X J, Zhang G X, Ruan H. Distributed fiber optic sensor for oil pipeline leakage detection based on OTDR[J]. Acta Photonica Sinica, 37, 2453-2457(2008).
[4] Li H R, Li C R, Zhao D et al. Research progress on MZ-Sagnac interferometric distributed optical fiber vibration sensing technology[J]. Laser & Optoelectronics Progress, 61, 1300008(2024).
[6] Yang G J, Qian Y H, Zhou Y Y et al. Review on digital signal processing techniques in distributed Brillouin fiber sensing systems[J]. Acta Optica Sinica, 44, 0106003(2024).
[7] Wei R X, Liu G, Lu H L et al. Advances of optical time domain Brillouin distributed fiber dynamic strain sensing technology[J]. Laser & Optoelectronics Progress, 61, 1300009(2024).
[10] Jin X B, Liu K, Jiang J F et al. Multi-dimensional distributed optical fiber vibration sensing pattern recognition based on convolutional neural network[J]. Acta Optica Sinica, 44, 0106023(2024).
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Muping Song, Ning Jia, Enxue Cui. Pipeline Leakage Event Recognition in Distributed Optical Fiber Sensing Using One‑Dimensional Convolutional Neural Network with Fusion Input of Features and Multi‑Parametric Signals[J]. Acta Optica Sinica, 2025, 45(10): 1028003
Category: Remote Sensing and Sensors
Received: Jan. 21, 2025
Accepted: Mar. 31, 2025
Published Online: May. 19, 2025
The Author Email: Muping Song (songmp@zju.edu.cn), Ning Jia (22231121@zju.edu.cn)
CSTR:32393.14.AOS250523