Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory

19 March 2022

Papers citing "Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory"

4 / 4 papers shown

Title
Experimental Investigation of Machine Learning based Soft-Failure Management using the Optical Spectrum L. E. Kruse Sebastian Kuhl A. Dochhan S. Pachnicke 18 4 0 12 Dec 2023
Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks K. Abdelli Florian Azendorf H. Griesser C. Tropschug S. Pachnicke 14 7 0 19 Mar 2022
Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory K. Abdelli H. Griesser C. Tropschug S. Pachnicke 11 18 0 19 Mar 2022
ML-based Anomaly Detection in Optical Fiber Monitoring K. Abdelli J. Cho C. Tropschug 16 1 0 23 Feb 2022