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EVM Estimation for Performance Monitoring in Coherent Optical Systems: An Approach of Linear Regression
KTH, School of Engineering Sciences (SCI), Applied Physics, Photonics. RISE Research Institutes of Sweden, Isafjordsgatan 22, 164 40 Kista, Sweden, Isafjordsgatan 22.ORCID iD: 0000-0001-5783-8996
KTH, School of Engineering Sciences (SCI), Applied Physics, Photonics. RISE Research Institutes of Sweden, Isafjordsgatan 22, 164 40 Kista, Sweden, Isafjordsgatan 22.ORCID iD: 0000-0003-4906-1704
RISE Research Institutes of Sweden, Isafjordsgatan 22, 164 40 Kista, Sweden, Isafjordsgatan 22.
Department of Electrical Engineering, Chalmers University of Technology, Chalmersplatsen 4, 412 96 Gothenburg, Sweden, Chalmersplatsen 4.
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2022 (English)In: Optics InfoBase Conference Papers, Optica Publishing Group (formerly OSA) , 2022, article id SW4E.8Conference 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
Optica Publishing Group (formerly OSA) , 2022. article id SW4E.8
National Category
Atom and Molecular Physics and Optics
Identifiers
URN: urn:nbn:se:kth:diva-329734Scopus ID: 2-s2.0-85136804299OAI: oai:DiVA.org:kth-329734DiVA, id: diva2:1773189
Conference
CLEO: Applications and Technology, A and T 2022, San Jose, CA, USA, 15-20 May 2022
Note

Part of ISBN 9781557528209

Syskonpost

Not duplicate with DiVA 1762234

QC 20230622

Available from: 2023-06-22 Created: 2023-06-22 Last updated: 2023-06-22Bibliographically approved

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Fan, YuchuanPang, XiaodanSchatz, RichardPopov, SergeiOzolins, Oskars

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