Man-made threat event recognition based on distributed optical fiber vibration sensing and SE-WaveNet

M Sun, M Yu, P Lv, A Li, H Wang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Real-time identification of threats has been the focus of attention in the security field in
recent years. Researchers have aimed to build a fast, efficient, and accurate model to …

A Guided Multi-objective Optimization Method for Attenuation Calibration in Distributed Fiber Sensing

J Ling, C Shi, F Wang, W Ye, X **… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Optical fibers serve as both signal transmission channels and sensing units in distributed
fiber sensing systems (DFSs). The sensor's detection signal may be adversely affected by …

Fault detection sensitivity enhancement based on high-order spatial mode trend filtering for few-mode fiber link

F Liu, W Zhang, P Wu, Z He - Optics Express, 2021 - opg.optica.org
In this paper, we propose and experimentally verify a method for optimizing the fault
detection sensitivity of few mode fiber (FMF) link based on high-order spatial mode trend …

Integrated optical time-domain reflectometer with low overhead

T Mauldin, Z Xu, Z Yao, T Wei - Applied Optics, 2020 - opg.optica.org
This paper introduces an integrated optical time-domain reflectometry (iOTDR) design with
low overhead based on several innovations, such as analog-to-probability conversion and …

Addressing data scarcity in ML-based failure-cause identification in optical networks through generative models

M Healy, A Baum, F Musumeci - Optical Fiber Technology, 2025 - Elsevier
We consider the issue of data scarcity with class imbalance in failure-cause identification for
optical fiber systems using Machine Learning (ML) techniques. We use an open dataset …

Fading Discrimination and Suppression of DAS System Based on FAM-MAE

M Sun, M Yu, H Wang, K Song, X Guo… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Optical distributed acoustic sensing (DAS) based on phase-sensitive optical time-domain
reflectometry (-OTDR) can realize the distributed monitoring of multipoint disturbances along …

Fast acquisition tunable high-resolution photon-counting OTDR

F Calliari, MM Correia, GP Temporão… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
A 15 dB dynamic range and 4.6 cm spatial resolution tunable photon-counting optical time-
domain reflectometer (PC-OTDR) is presented along with a Field Programmable Gate Array …

A novel event detection method for OTDR trace with high sensitivity based on machine learning

Z Yang, D Hong, X Feng, J **e - 2021 2nd Information …, 2021 - ieeexplore.ieee.org
Optical Time-Domain Reflectometer (OTDR) is the most common way for quality evaluation
and fault location of optical fibers. Aiming at the problem of low detection rate caused by low …

Profile-splitting linearized bregman iterations for trend break detection applications

G Castro do Amaral, F Calliari, M Lunglmayr - Electronics, 2020 - mdpi.com
Trend break detection is a fundamental problem that materializes in many areas of applied
science, where being able to identify correctly, and in a timely manner, trend breaks in a …

A Fiber Measurement System with Approximate Deconvolution Based on the Analysis of Fault Clusters in Linearized Bregman Iterations

YG Guzman, F Calliari, GC Amaral… - arxiv preprint arxiv …, 2021 - arxiv.org
Automatic detection of faults in optical fibers is an active area of research that plays a
significant role in the design of reliable and stable optical networks. A fiber measurement …