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 …
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
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 …
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 …
detection sensitivity of few mode fiber (FMF) link based on high-order spatial mode trend …
Integrated optical time-domain reflectometer with low overhead
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 …
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
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 …
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 …
reflectometry (-OTDR) can realize the distributed monitoring of multipoint disturbances along …
Fast acquisition tunable high-resolution photon-counting OTDR
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 …
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 …
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
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 …
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
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 …
significant role in the design of reliable and stable optical networks. A fiber measurement …