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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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.

Original language	English
Title of host publication	2021 Optical Fiber Communications Conference and Exhibition (OFC)
Publisher	Institute of Electrical and Electronics Engineers
Number of pages	3
ISBN (Electronic)	9781943580866
Publication status	Published - 26 Jul 2021
Event	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Virtual/Online, San Francisco, United States Duration: 6 Jun 2021 → 11 Jun 2021 https://www.ofcconference.org/en-us/home/

Conference

Conference	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021
Abbreviated title	OFC 2021
Country/Territory	United States
City	San Francisco
Period	6/06/21 → 11/06/21
Internet address	https://www.ofcconference.org/en-us/home/

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

Cite this

@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 Communications Conference and Exhibition, OFC 2021, San Francisco, California, United States, 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.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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.

UR - http://www.scopus.com/inward/record.url?scp=85112080866&partnerID=8YFLogxK

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

Abstract

Conference

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High Capacity Optical Transmission Lab

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

Abstract

Conference

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Fingerprint

Equipment

High Capacity Optical Transmission Lab

Cite this