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

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

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

Harvard

Sidelnikov, OS, Skidin, AS, Sygletos, S & Fedoruk, MP 2018, Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. in Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. vol. Part F98-BGPPM 2018, OSA - The Optical Society, Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018, Zurich, Switzerland, 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. In Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018 (Vol. 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. In Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Vol. 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. et al. / Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Vol. 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