Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation
Paper i proceeding, 2020
We propose a model-based machine-learning approach for polarization-multiplexed systems by parameterizing the split-step method for the Manakov-PMD equation. This approach performs hardware-friendly DBP and distributed PMD compensation with performance close to the PMD-free case. © 2020 OSA.
Optical fibers
Transmissions
Nonlinearity mitigation
Författare
Christian Häger
Chalmers, Elektroteknik, Kommunikation, Antenner och Optiska Nätverk
Henry D. Pfister
Duke University
Rick M. Bütler
Technische Universiteit Eindhoven
Gabriele Liga
Technische Universiteit Eindhoven
Alex Alvarado
Technische Universiteit Eindhoven
Optical Fiber Communication Conference (OFC) 2020
9082974
9781943580712 (ISBN)
Optical Fiber Communication Conference (OFC) 2020
San Diego, CA, USA,
San Diego, CA, USA,
Coding for terabit-per-second fiber-optical communications (TERA)
Europeiska kommissionen (EU) (EC/H2020/749798), 2017-01-01 -- 2019-12-31.
Styrkeområden
Informations- och kommunikationsteknik
Ämneskategorier
Telekommunikation
Kommunikationssystem
Signalbehandling