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arxiv: 2305.10348 · v1 · pith:7YVRXX4D · submitted 2023-05-15 · eess.SP · cs.IT· math.IT· physics.optics

Data-Driven Modeling of Directly-Modulated Lasers

Sergio Hernandez Fernandez , Christophe Peucheret , Ognjen Jovanovic , Francesco Da Ros , Darko Zibar This is my paper

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classification eess.SP cs.ITmath.ITphysics.optics
keywords differentiabledirectly-modulatedlasersanalyticallychannelcomparingdata-drivendeveloping
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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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