Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning

Q Fan, G Zhou, T Gui, C Lu, APT Lau - Nature Communications, 2020 - nature.com
In long-haul optical communication systems, compensating nonlinear effects through digital
signal processing (DSP) is difficult due to intractable interactions between Kerr nonlinearity …

Advanced DSP for coherent optical fiber communication

J Zhao, Y Liu, T Xu - Applied Sciences, 2019 - mdpi.com
In this paper, we provide an overview of recent progress on advanced digital signal
processing (DSP) techniques for high-capacity long-haul coherent optical fiber transmission …

Advanced convolutional neural networks for nonlinearity mitigation in long-haul WDM transmission systems

O Sidelnikov, A Redyuk, S Sygletos… - Journal of Lightwave …, 2021 - ieeexplore.ieee.org
Practical implementation of digital signal processing for mitigation of transmission
impairments in optical communication systems requires reduction of the complexity of the …

Reducing computational complexity of neural networks in optical channel equalization: From concepts to implementation

PJ Freire, A Napoli, B Spinnler… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
This paper introduces a novel methodology for developing low-complexity neural network
(NN) based equalizers to address impairments in high-speed coherent optical transmission …

Reducing the complexity of perturbation based nonlinearity pre-compensation using symmetric EDC and pulse shaping

Y Gao, JC Cartledge, AS Karar, SSH Yam… - Optics express, 2014 - opg.optica.org
Perturbation based nonlinearity pre-compensation has been performed for a 128 Gbit/s
single-carrier dual-polarization 16-ary quadrature-amplitude-modulation (DP 16-QAM) …

Digital signal processing based on inverse scattering transform

EG Turitsyna, SK Turitsyn - Optics letters, 2013 - opg.optica.org
Through numerical modeling, we illustrate the possibility of a new approach to digital signal
processing in coherent optical communications based on the application of the so-called …

The imperfections of the screen to camera OCC systems

ZN Jameel, NJ Jihad - Journal of Optics, 2024 - Springer
Despite the several significant features of the S2C/OCC systems that were mentioned
before, the system implementation is difficult due to several issues such as different sources …

Nonlinearity cancellation in fiber optic links based on frequency referenced carriers

N Alic, E Myslivets, E Temprana, BPP Kuo… - Journal of Lightwave …, 2014 - opg.optica.org
We study the limitations and their origins in the nonlinear effects mitigation in fiber-optic
communication systems. The carrier frequencies uncertainty and their stochastic variations …

WDM signal all-optical precompensation of Kerr nonlinearity in dispersion-managed fibers

MD Pelusi - IEEE Photonics Technology Letters, 2012 - ieeexplore.ieee.org
Compensation of the Kerr nonlinearity in dispersion-managed optical fiber links is
demonstrated for 100-GHz-spaced wavelength division multiplexing (WDM) 40-Gb/s return …

Enhancement on the performance of Radio-over-Fiber ROF technology

NJ Jihad, MAA Almuhsan - Journal of Optics, 2024 - Springer
An important technique for preserving remote access to broadband wireless communication
is radio over fiber (ROF). It combines fiber optic and cellular networks. The impact of varying …