Deep learning-based fault diagnosis and localization method for fiber optic cables in communication networks

Published Online: Aug 26, 2023

Received: Sep 25, 2022

Accepted: Mar 06, 2022

DOI: https://doi.org/10.2478/amns.2023.2.00241

Keywords

DCGAN-CNN algorithm, Deep learning algorithm, Convolutional neural network, Adversarial network, Communication network fiber optic cable fault

© 2023 Lixia Zhang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.