AI/ML-Based State-of-Polarization Monitoring in Optical Networks: Concepts and Challenges
Paper in proceeding, 2025
Optical networks are vulnerable to various disturbances that can jeopardize service availability or privacy. We discuss AI/ML-based analysis of the incurred state-of-polarization changes for cognitive management of complex disturbances.
Author
Leyla Sadighi
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Carlos Natalino Da Silva
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Stefan Karlsson
Swedish Defence Materiel Administration
Lena Wosinska
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Marco Ruffini
Trinity College Dublin
Marija Furdek Prekratic
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Optical Fiber Communication Conference (OFC) 2025
Optical Fiber Communication Conference
San Francisco, USA,
San Francisco, USA,
InfraTrust: Enabling trustworthy services over vulnerable physical network infrastructure
Swedish Research Council (VR) (2023-05249), 2023-12-01 -- 2027-11-30.
5G Trusted And seCure network servICes (5G-TACTIC)
European Commission (EC) (EC/H2020/101127973), 2023-12-01 -- 2026-11-30.
InfraTrust: Enabling trustworthy services over vulnerable physical network infrastructure
Swedish Research Council (VR) (2023-05249), 2023-12-01 -- 2027-11-30.
Areas of Advance
Information and Communication Technology
Subject Categories (SSIF 2011)
Electrical Engineering, Electronic Engineering, Information Engineering