Abstract
Cascades of a machine learning-based EDFA gain model trained on a single physical device and a fully differentiable stimulated Raman scattering fiber model are used to predict and optimize the power profile at the output of an experimental multi-span fully-loaded C-band optical communication system.
Original language | English |
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Title of host publication | Proceedings of 46th European Conference on Optical Communications |
Number of pages | 4 |
Publisher | IEEE |
Publication date | 2020 |
Pages | 1-4 |
ISBN (Print) | 9781728173610 |
DOIs | |
Publication status | Published - 2020 |
Event | 46th European Conference on Optical Communication - Virtual event, Brussels, Belgium Duration: 6 Dec 2020 → 10 Dec 2020 Conference number: 46 https://ecoco2020.org/ |
Conference
Conference | 46th European Conference on Optical Communication |
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Number | 46 |
Location | Virtual event |
Country/Territory | Belgium |
City | Brussels |
Period | 06/12/2020 → 10/12/2020 |
Internet address |