Nonlinear Channel Equalization Using Gaussian Processes Regression in IMDD Fiber Link-Reference-Cited by-同舟云学术

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Nonlinear Channel Equalization Using Gaussian Processes Regression in IMDD Fiber Link

Published:2022-12 Issue:6 Volume:14 Page:1-6
ISSN:1943-0655
Container-title:IEEE Photonics Journal
language:
Short-container-title:IEEE Photonics J.

Author:

Li Xiang¹^ORCID,Zhang Yixin²^ORCID,Li Desheng¹,Shum Perry Ping³^ORCID,Huang Tianye¹^ORCID

Affiliation:

1. School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China

2. College of Engineering and Applied Science, Nanjing University, Nanjing, China

3. EEE Department, Southern University of Science and Technology, Shenzhen, China

Funder

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics

Link

http://xplorestaging.ieee.org/ielx7/4563994/9913505/09910387.pdf?arnumber=9910387

Reference14 articles.

1. Nonlinear Channel Equalization With Gaussian Processes for Regression

2. Scikit-learn: Machine learning in python;pedregosa;J Mach Learn Res,2011

3. Field and lab experimental demonstration of nonlinear impairment compensation using neural networks

4. Gaussian process behavior in wide deep neural networks;matthews;Proc Int Conf Learn Representations,2018

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Advancements in the Use of Artificial Saturable Absorbers for Modelocking of 2 µm Ultrafast Fiber Lasers;Annalen der Physik;2024-06-17

2. Combining Autoregressive Integrated Moving Average Model and Gaussian Process Regression to Improve Stock Price Forecast;Mathematics;2024-04-15

3. Femtosecond laser fabrication of chirped and tilted fiber Bragg gratings for stimulated Raman scattering suppression in kilowatt-level fiber lasers;Optics Express;2023-04-07

4. Functional Fibers and Functional Fiber-Based Components for High-Power Lasers;Advanced Fiber Materials;2022-11-02

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