Preprint

An ultra-fast method for gain and noise prediction of Raman amplifiers

A. M. Rosa BrusinPolytechnic University of TurinVittorio CurriDarko ZibarAndrea Carena

2019en

ABI

Abstract

A machine learning method for prediction of Raman gain and noise spectra is presented: it guarantees high-accuracy (RMSE < 0.4 dB) and low computational complexity making it suitable for real-time implementation in future optical networks controllers.

Topics

Spectroscopy Techniques in Biomedical and Chemical Research Optical Network Technologies Neural Networks and Reservoir Computing

Identifiers

DOI: 10.1049/cp.2019.0976

Citations and references

Cited by 07 references

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