Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > SPPCom > 2022 > SpTu1J > SpTu1J.1

Reservoir-computing and neural-network-based equalization for short reach communication

Francesco Da Ros, Stenio M. Ranzini, Yevhenii Osadchuk, Ali Cem, Bernard J. Giron Castro, and Darko Zibar

Not Accessible

Your library or personal account may give you access

Abstract

We review the use of neural-network-based equalizers for mitigating the power fading effect in intensity-modulated directly detected links, and compare the different approaches reported in the literature.

© 2022 The Author(s)

PDF Article  |   Presentation Video
More Like This
Computational Complexity Analysis of Neural Network-based Nonlinear Equalization for Short Reach Direct Detection Systems

Zhaopeng Xu, Chuanbowen Sun, Jonathan H. Manton, and William Shieh
T2G.4 Asia Communications and Photonics Conference (ACP) 2019

Investigation of a Photonic Reservoir Computing based Equalizer for Short Reach Applications

Giorgos Brestas, Giannis Kanakis, Maria Spyropoulou, and Hercules Avramopoulos
JW2E.4 Integrated Photonics Research, Silicon and Nanophotonics (IPR) 2023

Convolutional Neural Network Equalizer for Short-reach Optical Communication Systems

Jing Zhang, Lianshan Yan, Lin Jiang, Anlin Yi, Yan Pan, Wei Pan, and Bin Luo
M4A.320 Asia Communications and Photonics Conference (ACP) 2020

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
Computational Complexity Analysis of Neural Network-based Nonlinear Equalization for Short Reach Direct Detection Systems

Zhaopeng Xu, Chuanbowen Sun, Jonathan H. Manton, and William Shieh
T2G.4 Asia Communications and Photonics Conference (ACP) 2019

Investigation of a Photonic Reservoir Computing based Equalizer for Short Reach Applications

Giorgos Brestas, Giannis Kanakis, Maria Spyropoulou, and Hercules Avramopoulos
JW2E.4 Integrated Photonics Research, Silicon and Nanophotonics (IPR) 2023

Convolutional Neural Network Equalizer for Short-reach Optical Communication Systems

Jing Zhang, Lianshan Yan, Lin Jiang, Anlin Yi, Yan Pan, Wei Pan, and Bin Luo
M4A.320 Asia Communications and Photonics Conference (ACP) 2020

View More...
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission

Yevhenii Osadchuk, Ognjen Jovanovic, Darko Zibar, and Francesco Da Ros
STu4G.3 CLEO: Science and Innovations (CLEO:S&I) 2023

Towards Low Computational Complexity for Neural Network-Based Equalization in PAM4 Short-Reach Direct Detection Systems by Multi-Symbol Prediction

Zhaopeng Xu, Chuanbowen Sun, Shuangyu Dong, Jonathan H. Manton, and William Shieh
Th1A.47 Optical Fiber Communication Conference (OFC) 2021

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