☆ 4.6 Article

Intelligent and adaptive intra-channel and inter-channel fiber nonlinearity compensation in coherent optical transmission systems

OPTICS LETTERS (2023)

Related references

Note: Only part of the references are listed.

Article Engineering, Electrical & Electronic

Transfer Learning for Neural Networks-Based Equalizers in Coherent Optical Systems

Pedro J. Freire et al.

Summary: In this work, the adaptability of artificial neural networks (NNs) used for impairments mitigation in optical transmission systems is addressed through transfer learning techniques. The study demonstrates the effectiveness of retraining NN-based equalizers to adapt to changes in the transmission system with just a fraction of the initial training data or epochs. Transfer learning proves to be efficient in adapting NN architectures to different transmission regimes and scenarios, showing promise for engineering flexible and universal solutions for nonlinearity mitigation in coherent optical communication systems.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2021)

Add to Collection

Article Engineering, Electrical & Electronic

Correlated Nonlinear Phase-Noise in Multi-Subcarrier Systems: Modeling and Mitigation

Ori Golani et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2020)

Add to Collection

Article Engineering, Electrical & Electronic

Revisiting Efficient Multi-Step Nonlinearity Compensation With Machine Learning: An Experimental Demonstration

Vinicius Oliari et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2020)

Add to Collection

Article Multidisciplinary Sciences

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

Qirui Fan et al.

NATURE COMMUNICATIONS (2020)

Add to Collection

Article Optics

Deep learning based digital backpropagation demonstrating SNR gain at low complexity in a 1200 km transmission link

Bertold Ian Bitachon et al.

OPTICS EXPRESS (2020)

Add to Collection

Article Optics

On the effectiveness of nonlinearity compensation for high-baudrate single-channel transmissions

Hung Nguyen Tan et al.

OPTICS COMMUNICATIONS (2019)

Add to Collection

Article Engineering, Electrical & Electronic

Inter-Channel Nonlinear Interference Noise in WDM Systems: Modeling and Mitigation

Ronen Dar et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2015)

Add to Collection

Article Optics

Compensation of intra-channel nonlinear fibre impairments using simplified digital back-propagation algorithm

Danish Rafique et al.

OPTICS EXPRESS (2011)

Add to Collection

Article Engineering, Electrical & Electronic

Nonlinear Compensation Using Backpropagation for Polarization-Multiplexed Transmission

Ezra Ip

JOURNAL OF LIGHTWAVE TECHNOLOGY (2010)

Add to Collection

Article Engineering, Electrical & Electronic

Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation

Ezra Ip et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2008)

Add to Collection

© Peeref 2019-2024. All rights reserved.