IEEE

Joint Three-Task Optical Performance Monitoring with High Performance and Generalizability Using a Meta-Learning Algorithm in WDM Transmissions

Abstract: We propose a meta-learning CNN-attention algorithm for joint three-task optical performance monitoring using IQ signal feature histogram data, demonstrating high performance in ...
FIRSTonline

FiberCop and the Polytechnic University of Milan join forces to develop next-generation telecommunications networks.

FiberCop, the company that manages the most extensive and widespread digital infrastructure in the country, and the ...
IEEE

Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks

Abstract: This study proposes an advanced framework for predicting optical amplifier failures in optical networks by integrating Digital Twins (DT) and Machine Learning (ML). Utilizing the GNPy ...

Type 45 Destroyers Are Deploying New DragonFire Lasers To Shoot Down Drones

The DragonFire lasers will soon be installed on the U.K.’s Type 45 destroyers, bringing the country closer to the advanced ...