Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory

19 March 2022

Papers citing "Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory"

4 / 4 papers shown

Title
Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks K. Abdelli Florian Azendorf H. Griesser C. Tropschug S. Pachnicke 49 8 0 19 Mar 2022
Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory K. Abdelli H. Griesser Peter Ehrle C. Tropschug S. Pachnicke 27 19 0 19 Mar 2022
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 243 793 0 13 Mar 2020
Probabilistic Random Forest: A machine learning algorithm for noisy datasets I. Reis D. Baron Sahar Shahaf 31 123 0 14 Nov 2018