Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > FiO > 2023 > FTu1D > FTu1D.3

Learning to demultiplex the superposition of spatial modes in multimode fiber using physics-informed deep learning

Qian Zhang, Yuan Sui, Stefan Rothe, and Jürgen W. Czarske

Not Accessible

Your library or personal account may give you access

Abstract

We have proposed a physics-informed deep neural network for multimode fiber communication networks. It is able to demultiplex the 55 fiber modes in real-time and without the need for reference light.

© 2023 The Author(s)

PDF Article  |   Presentation Video
More Like This
Multimode Fiber Transmission Matrix Inversion with Densely Connected Convolutional Network for Physical Layer Security

Qian Zhang, Stefan Rothe, Nektarios Koukourakis, and Jürgen Czarske
SM1B.2 CLEO: Science and Innovations (CLEO:S&I) 2021

Spectral-to-spatial mapping for channel-definable information transmission in multimode fiber

Ming Zhu She, Zhao Wang, and Wei Li Zhang
W2B.3 Optical Fiber Communication Conference (OFC) 2023

Smart transmission matrix measurement of multimode fibers using digital holography and deep learning for confidential data transmission

Stefan Rothe, Qian Zhang, Dennis Pohle, Nektarios Koukourakis, and Juergen W. Czarske
M2A.5 Digital Holography and Three-Dimensional Imaging (DH) 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
Multimode Fiber Transmission Matrix Inversion with Densely Connected Convolutional Network for Physical Layer Security

Qian Zhang, Stefan Rothe, Nektarios Koukourakis, and Jürgen Czarske
SM1B.2 CLEO: Science and Innovations (CLEO:S&I) 2021

Spectral-to-spatial mapping for channel-definable information transmission in multimode fiber

Ming Zhu She, Zhao Wang, and Wei Li Zhang
W2B.3 Optical Fiber Communication Conference (OFC) 2023

Smart transmission matrix measurement of multimode fibers using digital holography and deep learning for confidential data transmission

Stefan Rothe, Qian Zhang, Dennis Pohle, Nektarios Koukourakis, and Juergen W. Czarske
M2A.5 Digital Holography and Three-Dimensional Imaging (DH) 2022

View More...
Phase Retrieval for Terahertz Holography with Physics-Informed Deep Learning

Mingjun Xiang, Lingxiao Wang, Yu Sha, Hui Yuan, Kai Zhou, and Hartmut G. Roskos
Tu4A.4 Digital Holography and Three-Dimensional Imaging (DH) 2022

Learning to control the complex light propagation through few-mode fiber without a reference wave

Stefan Rothe, David Krause, Qian Zhang, Dennis Pohle, Nektarios Koukourakis, and Jürgen W. Czarske
SM3L.5 CLEO: Science and Innovations (CLEO:S&I) 2023

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