Machine learning techniques for quality of transmission estimation in optical networks
Y Pointurier - Journal of Optical Communications and …, 2021 - ieeexplore.ieee.org
The estimation of the quality of transmission (QoT) in optical systems with machine learning
(ML) has recently been the focus of a large body of research. We discuss the sources of …
(ML) has recently been the focus of a large body of research. We discuss the sources of …
Nonlinear coherent optical systems in the presence of equalization enhanced phase noise
C Jin, NA Shevchenko, Z Li, S Popov… - Journal of Lightwave …, 2021 - opg.optica.org
Equalization enhanced phase noise (EEPN) occurs due to the interplay between laser
phase noise and electronic dispersion compensation (EDC) module. It degrades …
phase noise and electronic dispersion compensation (EDC) module. It degrades …
Machine learning regression for QoT estimation of unestablished lightpaths
Estimating the quality of transmission (QoT) of a candidate lightpath prior to its establishment
is of pivotal importance for effective decision making in resource allocation for optical …
is of pivotal importance for effective decision making in resource allocation for optical …
Modeling and minimization of FWM effects in DWDM-based long-haul optical communication systems
Optical communication systems (OCSs) mainly represent the backbone of modern long-haul
communication networks because of low loss transmission over long distances and ultra …
communication networks because of low loss transmission over long distances and ultra …
Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems
We conduct a comprehensive comparative study of quality-of-transmission (QoT) estimation
for wavelength-division-multiplexed systems using artificial neural network (ANN)-based …
for wavelength-division-multiplexed systems using artificial neural network (ANN)-based …
Modeling the techno-economics of multicore optical fibers in subsea transmission systems
We analyze the potential suitability or strength of arguments for the application of multicore
optical fibers in high capacity submarine cable systems via transmission and techno …
optical fibers in high capacity submarine cable systems via transmission and techno …
Temporal energy analysis of symbol sequences for fiber nonlinear interference modelling via energy dispersion index
The stationary statistical properties of independent, identically distributed (iid) input symbols
provide insights on the induced nonlinear interference (NLI) during fiber transmission. For …
provide insights on the induced nonlinear interference (NLI) during fiber transmission. For …
Information rates in Kerr nonlinearity limited optical fiber communication systems
Achievable information rates of optical communication systems are inherently limited by
nonlinear distortions due to the Kerr effect occurred in optical fibres. These nonlinear …
nonlinear distortions due to the Kerr effect occurred in optical fibres. These nonlinear …
Long-haul WDM/SDM transmission over coupled 4-core fiber with coupled 4-core EDFA and its mode dependent loss characteristics estimation
M Arikawa, K Nakamura, K Hosokawa… - Journal of Lightwave …, 2021 - ieeexplore.ieee.org
We experimentally demonstrated a long-haul wavelength-division multiplexed (WDM) and
space-division multiplexed (SDM) transmission of 32-Gbaud polarization-division …
space-division multiplexed (SDM) transmission of 32-Gbaud polarization-division …
Revealing Raman-amplified power profile and Raman gain spectra with digital backpropagation
Revealing Raman-amplified Power Profile and Raman Gain Spectra with Digital
Backpropagation Page 1 Revealing Raman-amplified Power Profile and Raman Gain …
Backpropagation Page 1 Revealing Raman-amplified Power Profile and Raman Gain …