Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver

H. Ying; M. Y. Zhu; J. Zhang; S. Sygletos; F. Li; X. T. Huang; Y. Jiang; X. W. Yi; K. Qiu

doi:10.1364/CLEO_SI.2018.STh1C.2

Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver

H. Ying
, M. Y. Zhu
, J. Zhang
, S. Sygletos
, F. Li
, X. T. Huang
, Y. Jiang
, X. W. Yi^*
, K. Qiu

^*Corresponding author for this work

University of Electronic Science and Technology of China
Sun Yat-Sen University

Research output: Chapter in Book/Published conference output › Conference publication

4 Citations (Scopus)

Abstract

We propose a complex neural network equalizer in a Kramers-Kronig receiver to process the complex signals. Improved performance is demonstrated in a transmission of 56-Gb/s optical SSB PAM-4 signal over 800-km SSMF.

Original language	English
Title of host publication	2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings
Subtitle of host publication	Science and Innovations, CLEO_SI 2018
Volume	Part F94-CLEO_SI 2018
ISBN (Electronic)	9781557528209
DOIs	https://doi.org/10.1364/CLEO_SI.2018.STh1C.2
Publication status	Published - 18 May 2018
Event	CLEO: Science and Innovations, CLEO_SI 2018 - San Jose, United States Duration: 13 May 2018 → 18 May 2018

Publication series

Name	2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings

Conference

Conference	CLEO: Science and Innovations, CLEO_SI 2018
Country/Territory	United States
City	San Jose
Period	13/05/18 → 18/05/18

Bibliographical note

Publisher Copyright:
© 2018 OSA.

Access to Document

10.1364/CLEO_SI.2018.STh1C.2

Cite this

Ying, H., Zhu, M. Y., Zhang, J., Sygletos, S., Li, F., Huang, X. T., Jiang, Y., Yi, X. W., & Qiu, K. (2018). Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver. In 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings: Science and Innovations, CLEO_SI 2018 (Vol. Part F94-CLEO_SI 2018). Article 8427791 (2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings). https://doi.org/10.1364/CLEO_SI.2018.STh1C.2

@inproceedings{9b99ff62ee49400ca7a80182093e74f9,

title = "Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver",

abstract = "We propose a complex neural network equalizer in a Kramers-Kronig receiver to process the complex signals. Improved performance is demonstrated in a transmission of 56-Gb/s optical SSB PAM-4 signal over 800-km SSMF.",

author = "H. Ying and Zhu, \{M. Y.\} and J. Zhang and S. Sygletos and F. Li and Huang, \{X. T.\} and Y. Jiang and Yi, \{X. W.\} and K. Qiu",

note = "Publisher Copyright: {\textcopyright} 2018 OSA.; CLEO: Science and Innovations, CLEO\_SI 2018 ; Conference date: 13-05-2018 Through 18-05-2018",

year = "2018",

month = may,

day = "18",

doi = "10.1364/CLEO\_SI.2018.STh1C.2",

language = "English",

isbn = "9781943580422",

volume = "Part F94-CLEO\_SI 2018",

series = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",

booktitle = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",

}

Ying, H, Zhu, MY, Zhang, J, Sygletos, S, Li, F, Huang, XT, Jiang, Y, Yi, XW & Qiu, K 2018, Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver. in 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings: Science and Innovations, CLEO_SI 2018. vol. Part F94-CLEO_SI 2018, 8427791, 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings, CLEO: Science and Innovations, CLEO_SI 2018, San Jose, United States, 13/05/18. https://doi.org/10.1364/CLEO_SI.2018.STh1C.2

Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver. / Ying, H.; Zhu, M. Y.; Zhang, J. et al.
2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings: Science and Innovations, CLEO_SI 2018. Vol. Part F94-CLEO_SI 2018 2018. 8427791 (2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings).

Research output: Chapter in Book/Published conference output › Conference publication

TY - GEN

T1 - Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver

AU - Ying, H.

AU - Zhu, M. Y.

AU - Zhang, J.

AU - Sygletos, S.

AU - Li, F.

AU - Huang, X. T.

AU - Jiang, Y.

AU - Yi, X. W.

AU - Qiu, K.

PY - 2018/5/18

Y1 - 2018/5/18

N2 - We propose a complex neural network equalizer in a Kramers-Kronig receiver to process the complex signals. Improved performance is demonstrated in a transmission of 56-Gb/s optical SSB PAM-4 signal over 800-km SSMF.

AB - We propose a complex neural network equalizer in a Kramers-Kronig receiver to process the complex signals. Improved performance is demonstrated in a transmission of 56-Gb/s optical SSB PAM-4 signal over 800-km SSMF.

UR - https://www.scopus.com/pages/publications/85048945666

U2 - 10.1364/CLEO_SI.2018.STh1C.2

DO - 10.1364/CLEO_SI.2018.STh1C.2

M3 - Conference publication

AN - SCOPUS:85052557395

SN - 9781943580422

VL - Part F94-CLEO_SI 2018

T3 - 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings

BT - 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings

T2 - CLEO: Science and Innovations, CLEO_SI 2018

Y2 - 13 May 2018 through 18 May 2018

ER -

Ying H, Zhu MY, Zhang J, Sygletos S, Li F, Huang XT et al. Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver. In 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings: Science and Innovations, CLEO_SI 2018. Vol. Part F94-CLEO_SI 2018. 2018. 8427791. (2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings). doi: 10.1364/CLEO_SI.2018.STh1C.2

Complex neural network equalization of optical SSB PAM-4 signal in direct-detection Kramers-Kronig receiver

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