ML-based Joint Nonlinear Noise and Mode Dependent Loss Monitoring in SDM Transmission
Conference: ECOC 2024 - 50th European Conference on Optical Communication
09/22/2024 - 09/26/2024 at Frankfurt, Germany
Proceedings: ITG-Fb. 317: ECOC 2024
Pages: 4Language: englishTyp: PDF
Authors:
Ospina, Ruby S. B.; Ghazisaeidi, Amirhossein; Gholamipourfard, Roya
Abstract:
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.