Data-driven modeling of directly-modulated lasers - Archive ouverte HAL
Communication Dans Un Congrès Année : 2023

Data-driven modeling of directly-modulated lasers

Résumé

The end-to-end optimization of links based on directly-modulated lasers may require an analytically differentiable channel. We overcome this problem by developing and comparing differentiable laser models based on machine learning techniques

Dates et versions

hal-04524815 , version 1 (28-03-2024)

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Sergio Hernandez Fernandez, Christophe Peucheret, Ognjen Jovanovic, Francesco da Ros, Darko Zibar. Data-driven modeling of directly-modulated lasers. European Conference on Optical Communications (ECOC 2023), Oct 2023, Glasgow, United Kingdom. pp.1079-1082, ⟨10.1049/icp.2023.2439⟩. ⟨hal-04524815⟩
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