Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems-Reference-Cited by-同舟云学术

Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems

Published:2022-07 Issue:4 Volume:28 Page:1-10
ISSN:1077-260X
Container-title:IEEE Journal of Selected Topics in Quantum Electronics
language:
Short-container-title:IEEE J. Select. Topics Quantum Electron.

Author:

Fan Yuchuan¹^ORCID,Pang Xiaodan¹^ORCID,Udalcovs Aleksejs²^ORCID,Natalino Carlos³^ORCID,Zhang Lu⁴^ORCID,Bobrovs Vjaceslavs⁵^ORCID,Schatz Richard¹^ORCID,Yu Xianbin⁴^ORCID,Furdek Marija³^ORCID,Popov Sergei¹^ORCID,Ozolins Oskars¹^ORCID

Affiliation:

1. Applied Physics Department, KTH Royal Institute of Technology, Stockholm, Sweden

2. RISE Research Institutes of Sweden, Kista, Sweden

3. Electrical Engineering Department, Chalmers University of Technology, Gothenburg, Sweden

4. College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China

5. Institute of Telecommunications, Riga Technical University, Riga, Latvia

Funder

China Scholarship Council

Vetenskapsrådet

RISE SK funded project Optical Neural Networks

ERDF-funded CARAT Project

National Key Research and Development Program of China

VINNOVA funded CELTIC-NEXT Project AI-NET PROTECT

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

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

Link

http://xplorestaging.ieee.org/ielx7/2944/9502587/09779924.pdf?arnumber=9779924

Reference29 articles.

1. Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems

2. Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems

3. Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks

4. Digital Signal Processing for Coherent Transceivers Employing Multilevel Formats

5. Modulation-format-transparent IQ imbalance estimation of dual-polarization optical transmitter based on maximum likelihood independent component analysis

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