Machine learning for network automation: overview, architecture, and applications [Invited Tutorial]

D Rafique, L Velasco - Journal of Optical Communications and …, 2018 - ieeexplore.ieee.org
Networks are complex interacting systems involving cloud operations, core and metro
transport, and mobile connectivity all the way to video streaming and similar user …

The role of parallelism in the evolution of optical fiber communication systems

W Klaus, PJ Winzer, K Nakajima - Proceedings of the IEEE, 2022 - ieeexplore.ieee.org
In order to overcome the capacity limitations of current lightwave systems based on the
single-mode optical fiber, massively parallel transmission in the spatial domain [space …

The GN-model of fiber non-linear propagation and its applications

P Poggiolini, G Bosco, A Carena, V Curri… - Journal of lightwave …, 2013 - ieeexplore.ieee.org
Several approximate non-linear fiber propagation models have been proposed over the
years. Recent re-consideration and extension of earlier modeling efforts has led to the …

EGN model of non-linear fiber propagation

A Carena, G Bosco, V Curri, Y Jiang, P Poggiolini… - Optics express, 2014 - opg.optica.org
The GN-model has been proposed as an approximate but sufficiently accurate tool for
predicting uncompensated optical coherent transmission system performance, in realistic …

A closed-form approximation of the Gaussian noise model in the presence of inter-channel stimulated Raman scattering

D Semrau, RI Killey, P Bayvel - Journal of Lightwave …, 2019 - ieeexplore.ieee.org
An accurate, closed-form expression evaluating the nonlinear interference (NLI) power in
coherent optical transmission systems in the presence of inter-channel stimulated Raman …

Photonic unsupervised learning variational autoencoder for high-throughput and low-latency image transmission

Y Chen, T Zhou, J Wu, H Qiao, X Lin, L Fang… - Science Advances, 2023 - science.org
Following the explosive growth of global data, there is an ever-increasing demand for high-
throughput processing in image transmission systems. However, existing methods mainly …

Properties of nonlinear noise in long, dispersion-uncompensated fiber links

R Dar, M Feder, A Mecozzi, M Shtaif - Optics Express, 2013 - opg.optica.org
We study the properties of nonlinear interference noise (NLIN) in fiber-optic communications
systems with large accumulated dispersion. Our focus is on settling the discrepancy …

The first 0.14-dB/km loss optical fiber and its impact on submarine transmission

Y Tamura, H Sakuma, K Morita… - Journal of Lightwave …, 2018 - ieeexplore.ieee.org
We achieved the lowest-ever transmission losses of 0.1419 dB/km at 1560 nm wavelength
and 0.1424 dB/km at 1550 nm in a Ge-free silica-core optical fiber. It was an improvement by …

The Gaussian noise model in the presence of inter-channel stimulated Raman scattering

D Semrau, RI Killey, P Bayvel - Journal of Lightwave Technology, 2018 - opg.optica.org
A Gaussian noise (GN) model, precisely accounting for an arbitrary frequency dependent
signal power profile along the link, is presented. This allows accurate evaluation of the …

Performance limits in optical communications due to fiber nonlinearity

AD Ellis, ME McCarthy, MAZ Al Khateeb… - Advances in Optics …, 2017 - opg.optica.org
In this paper, we review the historical evolution of predictions of the performance of optical
communication systems. We will describe how such predictions were made from the outset …