We propose a novel method for continual PDL monitoring that first detects PDL drift by tracking SNR distributional shifts at the receiver, and then provides a prediction of the updated PDL value. This approach achieves a root mean square error (RMSE) of approximately 0.15 dB over time.

Continual Pdl Drift Detection and Estimation in Optical Networks

Zhang, Qiaolun;Tornatore, Massimo;
2025-01-01

Abstract

We propose a novel method for continual PDL monitoring that first detects PDL drift by tracking SNR distributional shifts at the receiver, and then provides a prediction of the updated PDL value. This approach achieves a root mean square error (RMSE) of approximately 0.15 dB over time.
2025
2025 IEEE Photonics Conference, IPC 2025 - Proceedings
ADWIN
coherent transmission
ML
PDL
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1310667
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