Neural-network-based MDG and Optical SNR Estimation in SDM Transmission

Ruby S.B. Ospina; Menno van den Hout; Sjoerd van der Heide; Chigo Okonkwo; Darli A.A. Mello

Neural-network-based MDG and Optical SNR Estimation in SDM Transmission

Ruby S.B. Ospina, Menno van den Hout, Sjoerd van der Heide, Chigo Okonkwo, Darli A.A. Mello

Electro-Optical Communication

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

Samenvatting

We propose a neural network model for MDG and optical SNR estimation in SDM transmission. We show that the proposed neural-network-based solution estimates MDG and SNR with high accuracy and low complexity from features extracted after DSP.

Originele taal-2	Engels
Titel	2021 Optical Fiber Communications Conference and Exhibition (OFC)
Uitgeverij	Institute of Electrical and Electronics Engineers
Aantal pagina's	3
ISBN van elektronische versie	9781943580866
Status	Gepubliceerd - 26 jul. 2021
Evenement	2021 Optical Fiber Communication Conference (OFC 2021) - Virtual/Online, San Francisco, Verenigde Staten van Amerika Duur: 6 jun. 2021 → 11 jun. 2021 https://www.ofcconference.org/en-us/home/

Congres

Congres	2021 Optical Fiber Communication Conference (OFC 2021)
Verkorte titel	OFC 2021
Land/Regio	Verenigde Staten van Amerika
Stad	San Francisco
Periode	6/06/21 → 11/06/21
Internet adres	https://www.ofcconference.org/en-us/home/

Bibliografische nota

Publisher Copyright:
© 2021 OSA.

Financiering

This work was partially supported by FAPESP under grants 2018/25414-6, 2017/25537-8, 2015/24341-7, 2015/ 24517-8, by the TU/e-KPN Smart Two project and by the NWO Gravitation Program on Research Center for Integrated Nanophotonics (Grant Number 024.002.033).

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https://ieeexplore.ieee.org/document/9489516

Andere bestanden en links

Link naar publicatie in Scopus

High Capacity Optical Transmission Lab
Okonkwo, C. (Manager), van der Heide, S. (Gebruiker), van den Hout, M. (Gebruiker), Goossens, S. (Gebruiker), van Weerdenburg, J. J. A. (Gebruiker), van Vliet, V. (Gebruiker), Bradley, T. (Manager), Albores-Mejia, A. (Manager), Fatkhiev, D. (Gebruiker), Freire Hermelo, M. (Manager), Gümüş, K. (Gebruiker), Kalla, B. (Gebruiker), Alomari, S. (Gebruiker), Chen, V. (Manager), Anya, U. (Gebruiker) & dos Reis Frazão, J. (Manager)
Electrical Engineering
Uitrusting/faciliteit: Onderzoekslaboratorium

Citeer dit

@inproceedings{4fea650a9b9d431c9e04646f033b0f6d,

title = "Neural-network-based MDG and Optical SNR Estimation in SDM Transmission",

abstract = "We propose a neural network model for MDG and optical SNR estimation in SDM transmission. We show that the proposed neural-network-based solution estimates MDG and SNR with high accuracy and low complexity from features extracted after DSP.",

author = "Ospina, {Ruby S.B.} and {van den Hout}, Menno and {van der Heide}, Sjoerd and Chigo Okonkwo and Mello, {Darli A.A.}",

note = "Publisher Copyright: {\textcopyright} 2021 OSA.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

year = "2021",

month = jul,

day = "26",

language = "English",

booktitle = "2021 Optical Fiber Communications Conference and Exhibition (OFC)",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

url = "https://www.ofcconference.org/en-us/home/",

}

Ospina, RSB, van den Hout, M , van der Heide, S , Okonkwo, C & Mello, DAA 2021, Neural-network-based MDG and Optical SNR Estimation in SDM Transmission. in 2021 Optical Fiber Communications Conference and Exhibition (OFC)., 9489516, Institute of Electrical and Electronics Engineers, 2021 Optical Fiber Communication Conference (OFC 2021), San Francisco, California, Verenigde Staten van Amerika, 6/06/21. <https://ieeexplore.ieee.org/document/9489516>

Neural-network-based MDG and Optical SNR Estimation in SDM Transmission. / Ospina, Ruby S.B.; van den Hout, Menno ; van der Heide, Sjoerd et al.
2021 Optical Fiber Communications Conference and Exhibition (OFC). Institute of Electrical and Electronics Engineers, 2021. 9489516.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Neural-network-based MDG and Optical SNR Estimation in SDM Transmission

AU - Ospina, Ruby S.B.

AU - van den Hout, Menno

AU - van der Heide, Sjoerd

AU - Okonkwo, Chigo

AU - Mello, Darli A.A.

PY - 2021/7/26

Y1 - 2021/7/26

N2 - We propose a neural network model for MDG and optical SNR estimation in SDM transmission. We show that the proposed neural-network-based solution estimates MDG and SNR with high accuracy and low complexity from features extracted after DSP.

AB - We propose a neural network model for MDG and optical SNR estimation in SDM transmission. We show that the proposed neural-network-based solution estimates MDG and SNR with high accuracy and low complexity from features extracted after DSP.

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M3 - Conference contribution

BT - 2021 Optical Fiber Communications Conference and Exhibition (OFC)

PB - Institute of Electrical and Electronics Engineers

T2 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021

Y2 - 6 June 2021 through 11 June 2021

ER -

Neural-network-based MDG and Optical SNR Estimation in SDM Transmission

Samenvatting

Congres

Bibliografische nota

Financiering

Toegang tot document

Andere bestanden en links

Vingerafdruk

Uitrusting

High Capacity Optical Transmission Lab

Citeer dit