ML-based Joint Nonlinear Noise and Mode Dependent Loss Monitoring in SDM Transmission
Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany
Tagungsband: ITG-Fb. 317: ECOC 2024
Seiten: 4Sprache: EnglischTyp: PDF
Autoren:
Ospina, Ruby S. B.; Ghazisaeidi, Amirhossein; Gholamipourfard, Roya
Inhalt:
We propose an ANN for jointly monitoring the NL noise and the MDL in an 8-mode transmission. We show that, from a few parameters accessible after DSP, the noise contribution from nonlinearities and MDL can be accurately estimated for spatially white or colored noise sources.