Experimental Validation of Deep Learning-based Models for Optical Time Domain Analysis
Mariano Devigili, Diogo Sequeira, Caio Santos, Marc Ruiz, Behnam Shariati, Nelson M. S. Costa, Antonio Napoli, Johannes Fischer, João Pedro, Luis Velasco · 2023
Optical constellations generated by Deep Learning models trained with datasets generated through simulation are compared to experimentally collected ones. The obtained high accuracy enables its application for optical time domain analysis in complex network scenarios.