Compensation of nonlinear impairments using inverse perturbation theory with reduced complexity
We propose a modification of the conventional perturbation-based approach of fiber
nonlinearity compensation that enables straight-forward implementation at the receiver and …
nonlinearity compensation that enables straight-forward implementation at the receiver and …
Use of complex fully connected neural networks to compensate for nonlinear effects in fibre-optic communication lines
SA Bogdanov, OS Sidelnikov - Quantum Electronics, 2021 - iopscience.iop.org
A scheme is proposed for processing optical signals in a receiver of a communication
system, based on complex fully connected neural networks. The influence of the main …
system, based on complex fully connected neural networks. The influence of the main …
Methods for compensation of nonlinear effects in multichannel data transfer systems based on dynamic neural networks
A scheme for compensation of nonlinear effects in multichannel data transfer systems based
on dynamic neural networks is proposed. An improved quality of optical signal transfer in …
on dynamic neural networks is proposed. An improved quality of optical signal transfer in …
Scheme of Signal Processing in a Multimode Communication Receiver Based on Convolutional Neural Networks
A scheme for optical signal processing in a multimode communication receiver based on
deep convolutional neural networks and simulating the digital back propagation algorithm is …
deep convolutional neural networks and simulating the digital back propagation algorithm is …
A novel nonlinear noise power estimation method based on error vector correlation function using artificial neural networks for coherent optical fiber transmission …
In this paper, we propose a promising nonlinear noise power estimation method based on
correlation functions using artificial neural networks (ANN), which is robust against both …
correlation functions using artificial neural networks (ANN), which is robust against both …
[PDF][PDF] Метод компенсации нелинейных искажений сигнала в волоконных системах связи на основе теории возмущений и машинного обучения
АА Редюк, ОС Сидельников… - Прикладная …, 2018 - applied.photonics.pstu.ru
В статье исследуется метод компенсации внутриканальных и межканальных
нелинейных искажений оптического сигнала для волоконных систем связи со …
нелинейных искажений оптического сигнала для волоконных систем связи со …
Design principles for modern fibre-optic communication lines
VA Konyshev, OE Nanii, AG Novikov… - Quantum …, 2019 - iopscience.iop.org
We discuss the design issues and characteristics of coherent fibre-optic communication
networks taking into account the many physical effects that simultaneously influence signal …
networks taking into account the many physical effects that simultaneously influence signal …
Application of combined optical signal processing methods to compensate for nonlinear effects in fibre-optic communication links
AS Skidin, OS Sidelnikov, MP Fedoruk - Quantum Electronics, 2018 - iopscience.iop.org
We report on the use of complex quadrature amplitude signal processing methods based on
a combination of static neural networks and special modulation techniques. The conditions …
a combination of static neural networks and special modulation techniques. The conditions …
[PDF][PDF] Quantum Gene Chain Coding Bidirectional Neural Network for Residual Useful Life Prediction of Rotating Machinery
F Li, YY Cheng, BP Tang, XM Zhou, RP Xiong - 2020 - pdfs.semanticscholar.org
In classical recurrent neural networks, the pre-and post-relationships of time series tend to
be neglected so that long-term overall memory is generally inaccessible; meanwhile, the …
be neglected so that long-term overall memory is generally inaccessible; meanwhile, the …
[PDF][PDF] Комплексная обработка оптического сигнала для магистральных волоконно-оптических линий связи
ОС Сидельников, АС Скидин… - 8-й Российский семинар …, 2018 - rfl18.iae.nsk.su
В настоящее время в волоконно-оптических линиях связи проблема преодоления
ограничений, обусловленных нелинейными воздействиями, попрежнему является …
ограничений, обусловленных нелинейными воздействиями, попрежнему является …