Revisiting Efficient Multi-Step Nonlinearity Compensation with Machine Learning: An Experimental Demonstration
Journal article, 2020
low complexity digital backpropagation
polarization mode
Nonlinear optics
Complexity theory
Machine learning
subband processing
Optical propagation
digital signal processing
Optical polarization
Artificial neural networks
Optical attenuators
deep learning
Author
Vinícius Oliari
Eindhoven University of Technology
Sebastiaan Goossens
Eindhoven University of Technology
Christian Häger
Chalmers, Electrical Engineering, Communication and Antenna Systems, Communication Systems
Gabriele Liga
Eindhoven University of Technology
Rick M. Bütler
Eindhoven University of Technology
Menno van den Hout
Eindhoven University of Technology
Sjoerd van der Heide
Eindhoven University of Technology
Henry D. Pfister
Duke University
Chigo M. Okonkwo
Eindhoven University of Technology
Alex Alvarado
Eindhoven University of Technology
Journal of Lightwave Technology
0733-8724 (ISSN)
Vol. 38 12 3114-3124Coding for terabit-per-second fiber-optical communications (TERA)
European Commission (EC), 2017-01-01 -- 2019-12-31.
Areas of Advance
Information and Communication Technology
Subject Categories
Telecommunications
Communication Systems
Electrical Engineering, Electronic Engineering, Information Engineering
Signal Processing
DOI
10.1109/JLT.2020.2994220