PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System.

Yuchen Song,Yao Zhang,Chunyu Zhang,Jin Li,Min Zhang,Danshi Wang

OFC（2023）

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摘要

We experimentally demonstrate multi-channel power evolution prediction and identification of frequency-dependent fiber characteristics using PINN. A maximum absolute error of 0.3 dB for power prediction is observed on C+L-band transmission under different loadings.

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