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Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring

Published • Jul 6, 2025
Authors:
Gulmina Malik
,
Muhammad Umar Masood
,
Renato Ambrosone

Abstract

In this demo, we present a real-time, machine-learning-driven framework for early fault detection in optical fiber networks, leveraging continuous State-of-Polarization (SOP) monitoring and angular speed (SOPAS) analysis. By extracting polarization fingerprints from a Polarimeter and feeding them in...

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