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Experimental Validation of Spectral-Spatial Power Evolution Design Using Raman Amplifiers. (arXiv:2206.07658v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
We experimentally validate a machine learning-enabled Raman amplification
framework, capable of jointly shaping the signal power evolution in two
domains: frequency and fiber distance. The proposed experiment addresses the
amplification in the whole C-band, by optimizing four first-order
counter-propagating Raman pumps.