Data-Driven Modeling of Directly-Modulated Lasers

15 May 2023 · Sergio Hernandez Fernandez, Christophe Peucheret, Ognjen Jovanovic, Francesco Da Ros, Darko Zibar ·

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.

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Data-Driven Modeling of Directly-Modulated Lasers

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