A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation

Astrid Barreiro; Gabriele Liga; Alex  Alvarado

doi:10.1109/ACP/POEM59049.2023.10369745

A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation

Astrid Barreiro, Gabriele Liga, Alex Alvarado

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

2 Citations (Scopus)

31 Downloads (Pure)

Abstract

The performance of the normalized batch gradient descent (NBGD) algorithm to model nonlinear interference in the presence of phase recovery is analyzed. A modification of the underlying model’s parameterisation is proposed, which reduces NBGD's penalties.

Original language	English
Title of host publication	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)
Publisher	Institute of Electrical and Electronics Engineers
Number of pages	5
ISBN (Electronic)	979-8-3503-1261-4
DOIs	https://doi.org/10.1109/ACP/POEM59049.2023.10369745
Publication status	Published - 1 Jan 2024
Event	Asia Communications and Photonics Conference (ACP) and The International Photonics and OptoElectronics Meetings (POEM) - The Conference Venue is Wanda Reign Wuhan , Wuhan, China Duration: 4 Nov 2023 → 7 Nov 2023 http://www.acpconf.com/

Conference

Conference	Asia Communications and Photonics Conference (ACP) and The International Photonics and OptoElectronics Meetings (POEM)
Abbreviated title	ACP-POEM
Country/Territory	China
City	Wuhan
Period	4/11/23 → 7/11/23
Internet address	http://www.acpconf.com/

Funding

The work of A. Barreiro and A. Alvarado has received funding from the European Research Council (ERC) under the European Union s Horizon 2020 research and innovation programme (grant agreement No 757791).

Funders	Funder number
European Union's Horizon 2020 - Research and Innovation Framework Programme	757791

Keywords

channel modeling
gradient descent
optical fiber
regular perturbation

Access to Document

10.1109/ACP/POEM59049.2023.10369745

pdfFinal published version, 325 KBLicence: TAVERNE

Cite this

@inproceedings{b7d52344a53a4491acd221ed91da59e7,

title = "A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation",

abstract = "The performance of the normalized batch gradient descent (NBGD) algorithm to model nonlinear interference in the presence of phase recovery is analyzed. A modification of the underlying model{\textquoteright}s parameterisation is proposed, which reduces NBGD's penalties.",

keywords = "channel modeling, gradient descent, optical fiber, regular perturbation",

author = "Astrid Barreiro and Gabriele Liga and Alex Alvarado",

year = "2024",

month = jan,

day = "1",

doi = "10.1109/ACP/POEM59049.2023.10369745",

language = "English",

booktitle = "2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "Asia Communications and Photonics Conference (ACP) and The International Photonics and OptoElectronics Meetings (POEM) , ACP-POEM ; Conference date: 04-11-2023 Through 07-11-2023",

url = "http://www.acpconf.com/",

}

Barreiro, A , Liga, G & Alvarado, A 2024, A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation. in 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)., 10369745, Institute of Electrical and Electronics Engineers, Asia Communications and Photonics Conference (ACP) and The International Photonics and OptoElectronics Meetings (POEM) , Wuhan, China, 4/11/23. https://doi.org/10.1109/ACP/POEM59049.2023.10369745

A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation. / Barreiro, Astrid ; Liga, Gabriele ; Alvarado, Alex .
2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM). Institute of Electrical and Electronics Engineers, 2024. 10369745.

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

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T1 - A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation

AU - Barreiro, Astrid

AU - Liga, Gabriele

AU - Alvarado, Alex

PY - 2024/1/1

Y1 - 2024/1/1

N2 - The performance of the normalized batch gradient descent (NBGD) algorithm to model nonlinear interference in the presence of phase recovery is analyzed. A modification of the underlying model’s parameterisation is proposed, which reduces NBGD's penalties.

AB - The performance of the normalized batch gradient descent (NBGD) algorithm to model nonlinear interference in the presence of phase recovery is analyzed. A modification of the underlying model’s parameterisation is proposed, which reduces NBGD's penalties.

KW - channel modeling

KW - gradient descent

KW - optical fiber

KW - regular perturbation

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U2 - 10.1109/ACP/POEM59049.2023.10369745

DO - 10.1109/ACP/POEM59049.2023.10369745

M3 - Conference contribution

BT - 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)

PB - Institute of Electrical and Electronics Engineers

T2 - Asia Communications and Photonics Conference (ACP) and The International Photonics and OptoElectronics Meetings (POEM)

Y2 - 4 November 2023 through 7 November 2023

ER -

A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation

Abstract

Conference

Funding

Keywords

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Other files and links

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FUN-NOTCH: Fundamentals of the Nonlinear Optical Channel

Cite this

A Phase Recovery-Aware Algorithm for Kernel Estimation of the Manakov Equation

Abstract

Conference

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Projects

FUN-NOTCH: Fundamentals of the Nonlinear Optical Channel

Cite this