Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > OFC > 2023 > M2F > M2F.5

Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission

Yuchen Song, Xiaotian Jiang, Xiao Luo, Ximeng Zhang, Min Zhang, and Danshi Wang

Not Accessible

Your library or personal account may give you access

Abstract

An unsupervised physics-informed neural operator-based wavefield back-propagation scheme is proposed, which enables the full wavefield information reconstruction along the link, nonlinearity compensation (0.46 dB Q-factor gain over 1StPS DBP), and fiber parameter identification.

© 2023 The Author(s)

PDF Article  |   Presentation Video
More Like This
Physics-Informed Neural Operator for Fast and Scalable Optical Fiber Channel Modelling in Multi-Span Transmission

Yuchen Song, Danshi Wang, Qirui Fan, Xiaotian Jiang, Xiao Luo, and Min Zhang
We5.32 European Conference and Exhibition on Optical Communication (ECOC) 2022

Restricted Boltzmann Machine Classifier for Nonlinear Compensation in DP-16QAM Single and WDM Coherent Optical Communication Systems

Arshdeep Singh, Naveenta Gautam, Brejesh Lall, and Amol Choudhary
ci_p_8 The European Conference on Lasers and Electro-Optics (CLEO/Europe) 2023

Learned Digital Back-Propagation for Dual-Polarization Dispersion Managed Systems

Mohannad Abu-romoh, Nelson Costa, Antonio Napoli, Bernhard Spinnler, Yves Jaouën, and Mansoor Yousefi
We1C.6 European Conference and Exhibition on Optical Communication (ECOC) 2022

View More...

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads

More Like This
Physics-Informed Neural Operator for Fast and Scalable Optical Fiber Channel Modelling in Multi-Span Transmission

Yuchen Song, Danshi Wang, Qirui Fan, Xiaotian Jiang, Xiao Luo, and Min Zhang
We5.32 European Conference and Exhibition on Optical Communication (ECOC) 2022

Restricted Boltzmann Machine Classifier for Nonlinear Compensation in DP-16QAM Single and WDM Coherent Optical Communication Systems

Arshdeep Singh, Naveenta Gautam, Brejesh Lall, and Amol Choudhary
ci_p_8 The European Conference on Lasers and Electro-Optics (CLEO/Europe) 2023

Learned Digital Back-Propagation for Dual-Polarization Dispersion Managed Systems

Mohannad Abu-romoh, Nelson Costa, Antonio Napoli, Bernhard Spinnler, Yves Jaouën, and Mansoor Yousefi
We1C.6 European Conference and Exhibition on Optical Communication (ECOC) 2022

View More...
Deep Learning Based Digital Back Propagation with Polarization State Rotation & Phase Noise Invariance

Bertold Ian Bitachon, Amirhossein Ghazisaeidi, Benedikt Baeuerle, Marco Eppenberger, and Juerg Leuthold
M1G.2 Optical Fiber Communication Conference (OFC) 2020

Transmission Performance of OFDM Signals Over 6,000 km Fiber Optic Links with Digital Back Propagation

Xiaojun Liang, Shiva Kumar, John D Downie, William A Wood, and Jason E Hurley
SpM4G.2 Signal Processing in Photonic Communications (SPPCom) 2018

Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use