Digital signal processing for fiber nonlinearities

JC Cartledge, FP Guiomar, FR Kschischang, G Liga… - Optics express, 2017 - opg.optica.org
Digital signal processing for fiber nonlinearities [Invited] clickable element to expand a topic
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A survey on fiber nonlinearity compensation for 400 Gb/s and beyond optical communication systems

A Amari, OA Dobre, R Venkatesan… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Optical communication systems represent the backbone of modern communication
networks. Since their deployment, different fiber technologies have been used to deal with …

Field and lab experimental demonstration of nonlinear impairment compensation using neural networks

S Zhang, F Yaman, K Nakamura, T Inoue… - Nature …, 2019 - nature.com
Fiber nonlinearity is one of the major limitations to the achievable capacity in long distance
fiber optic transmission systems. Nonlinear impairments are determined by the signal …

Digital signal processing for coherent transceivers employing multilevel formats

MS Faruk, SJ Savory - Journal of Lightwave Technology, 2017 - ieeexplore.ieee.org
Digital coherent transceivers have revolutionized optical fiber communications due to their
superior performance offered compared to intensity modulation and direct detection based …

Single-step perturbation-based nonlinearity compensation of intra-and inter-subcarrier nonlinear interference

F Frey, L Molle, R Emmerich, C Schubert… - 2017 European …, 2017 - ieeexplore.ieee.org
We experimentally demonstrate a decision-directed, intra-and inter-subcarrier nonlinearity
mitigation scheme based on first order perturbation. We achieve 0.9 dB Q 2-factor …

Sparse identification for nonlinear optical communication systems: SINO method

M Sorokina, S Sygletos, S Turitsyn - Optics express, 2016 - opg.optica.org
We introduce low complexity machine learning method method (based on lasso regression,
which promotes sparsity, to identify the interaction between symbols in different time slots …

Evolution from 8QAM live traffic to PS 64-QAM with neural-network based nonlinearity compensation on 11000 km open subsea cable

V Kamalov, L Jovanovski, V Vusirikala… - Optical Fiber …, 2018 - opg.optica.org
We report on the evolution of the longest segment of FASTER cable at 11,017 km, with
8QAM transponders at 4b/s/Hz spectral efficiency (SE) in service. With offline testing, 6 …

Compensation of nonlinear impairments using inverse perturbation theory with reduced complexity

A Redyuk, E Averyanov, O Sidelnikov… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
We propose a modification of the conventional perturbation-based approach of fiber
nonlinearity compensation that enables straight-forward implementation at the receiver and …

A tutorial on fiber Kerr nonlinearity effect and its compensation in optical communication systems

SKO Soman - journal of Optics, 2021 - iopscience.iop.org
The advent of silica-based low-cost standard single-mode fibers revolutionized the whole
communication industry. The deployment of optical fibers in the networks induces a …

Intra-channel nonlinearity mitigation in optical fiber transmission systems using perturbation-based neural network

J Ding, T Liu, T Xu, W Hu, S Popov… - Journal of Lightwave …, 2022 - opg.optica.org
In this work, a perturbation-based neural network (P-NN) scheme with an embedded
bidirectional long short-term memory (biLSTM) layer is investigated to compensate for the …