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.

Nonlinearity mitigation

Transmissions

Optical fibers

Författare

Christian Häger

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Kommunikationssystem

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

Optical Fiber Communication Conference (OFC) 2020
San Diego, CA, USA,

Coding for terabit-per-second fiber-optical communications (TERA)

Europeiska kommissionen (EU), 2017-01-01 -- 2019-12-31.

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Telekommunikation

Kommunikationssystem

Signalbehandling

DOI

10.1364/OFC-2020-W3D.3

ISBN

9781943580712

Mer information

Senast uppdaterat

2020-10-12