Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation
Paper in proceedings, 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

Nonlinearity mitigation

Transmissions

Author

Christian Häger

Chalmers, Electrical Engineering, Communication and Antenna Systems, Communication Systems

Henry D. Pfister

Duke University

Rick M. Bütler

Eindhoven University of Technology

Gabriele Liga

Eindhoven University of Technology

Alex Alvarado

Eindhoven University of Technology

Optical Fiber Communication Conference (OFC) 2020

978-1-943580-71-2 (ISSN)

9082974

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

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

European Commission (Horizon 2020), 2017-01-01 -- 2019-12-31.

Areas of Advance

Information and Communication Technology

Subject Categories

Telecommunications

Communication Systems

Signal Processing

DOI

10.1364/ofc.2020.w3d.3

More information

Latest update

6/23/2020