Data-Driven Modeling of Directly-Modulated Lasers

Sergio Hernandez Fernandez*, Christophe Peucheret, Ognjen Jovanovic, Francesco Da Ros, Darko Zibar

*Corresponding author for this work

Research output: Contribution to conferencePaperResearchpeer-review

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Abstract

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.
Original languageEnglish
Publication date2024
Number of pages4
Publication statusAccepted/In press - 2024
Event49th European Conference on Optical Communications - Scottish Event Campus, Glasgow , United Kingdom
Duration: 1 Oct 20235 Oct 2023
Conference number: 49

Conference

Conference49th European Conference on Optical Communications
Number49
LocationScottish Event Campus
Country/TerritoryUnited Kingdom
CityGlasgow
Period01/10/202305/10/2023

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