Standard

Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. / Sidelnikov, O. S.; Skidin, A. S.; Sygletos, S. и др.

Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Том Part F98-BGPPM 2018 OSA - The Optical Society, 2018.

Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование

Harvard

Sidelnikov, OS, Skidin, AS, Sygletos, S & Fedoruk, MP 2018, Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. в Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Том. Part F98-BGPPM 2018, OSA - The Optical Society, Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018, Zurich, Швейцария, 02.07.2018. https://doi.org/10.1364/BGPPM.2018.JTu5A.48

APA

Sidelnikov, O. S., Skidin, A. S., Sygletos, S., & Fedoruk, M. P. (2018). Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. в Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018 (Том Part F98-BGPPM 2018). OSA - The Optical Society. https://doi.org/10.1364/BGPPM.2018.JTu5A.48

Vancouver

Sidelnikov OS, Skidin AS, Sygletos S, Fedoruk MP. Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. в Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Том Part F98-BGPPM 2018. OSA - The Optical Society. 2018 doi: 10.1364/BGPPM.2018.JTu5A.48

Author

Sidelnikov, O. S. ; Skidin, A. S. ; Sygletos, S. и др. / Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Том Part F98-BGPPM 2018 OSA - The Optical Society, 2018.

BibTeX

@inproceedings{7c5310304f7346a7b70db38729d22842,
title = "Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping",
abstract = "We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.",
author = "Sidelnikov, {O. S.} and Skidin, {A. S.} and S. Sygletos and Fedoruk, {M. P.}",
year = "2018",
month = jan,
day = "1",
doi = "10.1364/BGPPM.2018.JTu5A.48",
language = "English",
volume = "Part F98-BGPPM 2018",
booktitle = "Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018",
publisher = "OSA - The Optical Society",
note = "Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018 ; Conference date: 02-07-2018 Through 05-07-2018",

}

RIS

TY - GEN

T1 - Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping

AU - Sidelnikov, O. S.

AU - Skidin, A. S.

AU - Sygletos, S.

AU - Fedoruk, M. P.

PY - 2018/1/1

Y1 - 2018/1/1

N2 - We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.

AB - We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.

UR - http://www.scopus.com/inward/record.url?scp=85051254266&partnerID=8YFLogxK

U2 - 10.1364/BGPPM.2018.JTu5A.48

DO - 10.1364/BGPPM.2018.JTu5A.48

M3 - Conference contribution

AN - SCOPUS:85051254266

VL - Part F98-BGPPM 2018

BT - Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018

PB - OSA - The Optical Society

T2 - Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018

Y2 - 2 July 2018 through 5 July 2018

ER -

ID: 16061541