115-Gbps/? fiber/FSO transmission with supervised and semi-supervised nonlinearity correction using lasso

Rui Zhang; Xizi Tang; Chin Wei Hsu; You Wei Chen; Qi Zhou; Shuyi Shen; Shuang Yao; Yahya Alfadhli; Shang Jen Su; Gee Kung Chang

115-Gbps/? fiber/FSO transmission with supervised and semi-supervised nonlinearity correction using lasso

Rui Zhang
, Xizi Tang
, Chin Wei Hsu
, You Wei Chen
, Qi Zhou
, Shuyi Shen
, Shuang Yao
, Yahya Alfadhli
, Shang Jen Su
, Gee Kung Chang

Department of Electrical Engineering

Georgia Institute of Technology

Research output: Contribution to journal › Conference article › peer-review

Abstract

We leverage supervised/semi-supervised methods and Lasso to perform nonlinearity compensations in a fiber/FSO system. A proof-of-concept experiment has demonstrated up to 3.1-dB power-margin improvement and significantly reduced pilot symbol ratio.

Original language	English
Journal	Optics InfoBase Conference Papers
State	Published - 2021
Event	Optical Fiber Communication Conference, OFC 2021 - Virtual, Online, United States Duration: Jun 6 2021 → Jun 11 2021

Cite this

@article{fe99bf221d184417acaef21908c928a4,

title = "115-Gbps/? fiber/FSO transmission with supervised and semi-supervised nonlinearity correction using lasso",

abstract = "We leverage supervised/semi-supervised methods and Lasso to perform nonlinearity compensations in a fiber/FSO system. A proof-of-concept experiment has demonstrated up to 3.1-dB power-margin improvement and significantly reduced pilot symbol ratio.",

author = "Rui Zhang and Xizi Tang and Hsu, \{Chin Wei\} and Chen, \{You Wei\} and Qi Zhou and Shuyi Shen and Shuang Yao and Yahya Alfadhli and Su, \{Shang Jen\} and Chang, \{Gee Kung\}",

note = "Publisher Copyright: {\textcopyright} OSA 2021, {\textcopyright} 2021 The Author(s); Optical Fiber Communication Conference, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

year = "2021",

language = "English",

journal = "Optics InfoBase Conference Papers",

issn = "2162-2701",

}

TY - JOUR

T1 - 115-Gbps/? fiber/FSO transmission with supervised and semi-supervised nonlinearity correction using lasso

AU - Zhang, Rui

AU - Tang, Xizi

AU - Hsu, Chin Wei

AU - Chen, You Wei

AU - Zhou, Qi

AU - Shen, Shuyi

AU - Yao, Shuang

AU - Alfadhli, Yahya

AU - Su, Shang Jen

AU - Chang, Gee Kung

PY - 2021

Y1 - 2021

N2 - We leverage supervised/semi-supervised methods and Lasso to perform nonlinearity compensations in a fiber/FSO system. A proof-of-concept experiment has demonstrated up to 3.1-dB power-margin improvement and significantly reduced pilot symbol ratio.

AB - We leverage supervised/semi-supervised methods and Lasso to perform nonlinearity compensations in a fiber/FSO system. A proof-of-concept experiment has demonstrated up to 3.1-dB power-margin improvement and significantly reduced pilot symbol ratio.

UR - https://www.scopus.com/pages/publications/85133768103

M3 - Conference article

AN - SCOPUS:85133768103

SN - 2162-2701

JO - Optics InfoBase Conference Papers

JF - Optics InfoBase Conference Papers

T2 - Optical Fiber Communication Conference, OFC 2021

Y2 - 6 June 2021 through 11 June 2021

ER -

115-Gbps/? fiber/FSO transmission with supervised and semi-supervised nonlinearity correction using lasso

Abstract

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