Recent advances in machine learning for fiber optic sensor applications

A Venketeswaran, N Lalam… - Advanced Intelligent …, 2022 - Wiley Online Library
Over the last three decades, fiber optic sensors (FOS) have gained a lot of attention for their
wide range of monitoring applications across many industries, including aerospace …

[PDF][PDF] Advances in phase-sensitive optical time-domain reflectometry

S Liu, F Yu, R Hong, W Xu, L Shao… - Opto-Electronic …, 2022 - researching.cn
Phase-sensitive optical time-domain reflectometry (Φ-OTDR) has attracted numerous
attention due to its superior performance in detecting the weak perturbations along the fiber …

Recent advances in phase-sensitive optical time domain reflectometry (Ф-OTDR)

Y Rao, Z Wang, H Wu, Z Ran, B Han - photonic sensors, 2021 - Springer
Phase-sensitive optical time domain reflectometry (Ф-OTDR) is an effective way to detect
vibrations and acoustic waves with high sensitivity, by interrogating coherent Rayleigh …

Machine learning methods for identification and classification of events in ϕ-OTDR systems: a review

DF Kandamali, X Cao, M Tian, Z Jin, H Dong, K Yu - Applied Optics, 2022 - opg.optica.org
The phase sensitive optical time-domain reflectometer (φ-OTDR), or in some applications
called distributed acoustic sensing (DAS), has been a popularly used technology for long …

Interferometer-based distributed optical fiber sensors in long-distance vibration detection: A review

K Liu, X Jin, J Jiang, T Xu, Z Ding, Y Huang… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
In unmanned monitoring such as perimeter security, pipeline detection, railway security, and
so on, it is still a challenging task to accurately locate the irregular vibration events …

Suppression of the interference fading in phase-sensitive OTDR with phase-shift transform

H He, L Yan, H Qian, Y Zhou, X Zhang… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
An approach of phase-shift transform is proposed and demonstrated to suppress the
interference fading in phase sensitive optical time domain reflectometry (Φ-OTDR). The …

Distributed optical fiber intrusion detection by image encoding and SwinT in multi-interference environment of long-distance pipeline

C Zhu, Y Pu, K Yang, Q Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
External intrusion incidents pose a severe threat to pipeline security in energy
transportation. In response to this, distributed optical fiber sensing technology has been …

A comprehensive bibliometric analysis of signal processing and pattern recognition based on distributed optical fiber

C Zhu, K Yang, Q Yang, Y Pu, CLP Chen - Measurement, 2023 - Elsevier
To better grasp the latest research on distributed optical fiber sensing (DOFS), this paper
has screened 861 relevant scientific articles from Web of Science Core Collection database …

Real-time multi-class disturbance detection for Φ-OTDR based on YOLO algorithm

W Xu, F Yu, S Liu, D Xiao, J Hu, F Zhao, W Lin, G Wang… - Sensors, 2022 - mdpi.com
This paper proposes a real-time multi-class disturbance detection algorithm based on YOLO
for distributed fiber vibration sensing. The algorithm achieves real-time detection of event …

Quantitative demodulation of distributed low-frequency vibration based on phase-shifted dual-pulse phase-sensitive OTDR with direct detection

S Liu, L Shao, FH Yu, W Xu, MI Vai, D Xiao, W Lin… - Optics …, 2022 - opg.optica.org
Phase-sensitive optical time-domain reflectometry (Φ-OTDR) has been proposed for
distributed vibration sensing purpose over recent years. Emerging applications, including …