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EVM Estimation for Performance Monitoring in Coherent Optical Systems: An Approach of Linear Regression
KTH, School of Engineering Sciences (SCI).ORCID iD: 0000-0001-5783-8996
KTH, School of Engineering Sciences (SCI).ORCID iD: 0000-0003-4906-1704
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2022 (English)In: 2022 Conference on Lasers and Electro-Optics, CLEO 2022 - Proceedings, Institute of Electrical and Electronics Engineers Inc. , 2022Conference paper, Published paper (Refereed)
Abstract [en]

We experimentally demonstrate the effectiveness of a simple linear regression scheme for optical performance monitoring when applied after modulation format identification. It outperforms the FFNN-based benchmark scheme providing 0.2% mean absolute error for EVM estimation.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers Inc. , 2022.
Keywords [en]
Coherent optical systems, Mean absolute error, Modulation formats, Optical performance monitoring, Performance-monitoring, Simple linear regression
National Category
Atom and Molecular Physics and Optics
Identifiers
URN: urn:nbn:se:kth:diva-328157Scopus ID: 2-s2.0-85139952609OAI: oai:DiVA.org:kth-328157DiVA, id: diva2:1762234
Conference
2022 Conference on Lasers and Electro-Optics, CLEO 2022, 15-20 May 2022
Note

QC 20230602

Available from: 2023-06-02 Created: 2023-06-02 Last updated: 2023-06-02Bibliographically approved

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Fan, YuchuanPang, XiaodanSchatz, RichardPopov, SergeiOzolins, Oskars

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