Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems

Tu T. Nguyen; Tingting Zhang; Mahmood Abu-Romoh; Andrew Ellis

doi:10.1364/OFC.2020.W2A.44

Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems

Tu T. Nguyen^*
, Tingting Zhang
, Mahmood Abu-Romoh
, Andrew Ellis

^*Corresponding author for this work

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

Abstract

Artificial neural network for transceiver nonlinearity compensation in dual-polarization probabilistically shaped 28 GBaud systems is experimentally investigated with achieved SNR performance gain up to 1 dB.

Original language	English
Title of host publication	Optical Fiber Communication Conference, OFC 2020
DOIs	https://doi.org/10.1364/OFC.2020.W2A.44
Publication status	Published - 12 Mar 2020
Event	Optical Fiber Communication Conference, OFC 2020 - San Diego, United States Duration: 8 Mar 2017 → 12 Mar 2017

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F174-OFC 2020

Conference

Conference	Optical Fiber Communication Conference, OFC 2020
Country/Territory	United States
City	San Diego
Period	8/03/17 → 12/03/17

Funding

Acknowledgements: This work was supported by the UK EPSRC - Grants EP/S003436/1, EP/R035342/1 & EP/M009092/1. The data underlying this publication can be found at http://researchdata.aston.ac.uk/439/

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10.1364/OFC.2020.W2A.44

Cite this

@inproceedings{d10153a11be54909bca764ffd8f24933,

title = "Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems",

abstract = "Artificial neural network for transceiver nonlinearity compensation in dual-polarization probabilistically shaped 28 GBaud systems is experimentally investigated with achieved SNR performance gain up to 1 dB.",

author = "Nguyen, \{Tu T.\} and Tingting Zhang and Mahmood Abu-Romoh and Andrew Ellis",

year = "2020",

month = mar,

day = "12",

doi = "10.1364/OFC.2020.W2A.44",

language = "English",

isbn = "9781943580712",

series = "Optics InfoBase Conference Papers",

booktitle = "Optical Fiber Communication Conference, OFC 2020",

note = "Optical Fiber Communication Conference, OFC 2020 ; Conference date: 08-03-2017 Through 12-03-2017",

}

Nguyen, TT, Zhang, T, Abu-Romoh, M & Ellis, A 2020, Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems. in Optical Fiber Communication Conference, OFC 2020. Optics InfoBase Conference Papers, vol. Part F174-OFC 2020, Optical Fiber Communication Conference, OFC 2020, San Diego, United States, 8/03/17. https://doi.org/10.1364/OFC.2020.W2A.44

Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems. / Nguyen, Tu T.; Zhang, Tingting; Abu-Romoh, Mahmood et al.
Optical Fiber Communication Conference, OFC 2020. 2020. (Optics InfoBase Conference Papers; Vol. Part F174-OFC 2020).

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

TY - GEN

T1 - Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems

AU - Nguyen, Tu T.

AU - Zhang, Tingting

AU - Abu-Romoh, Mahmood

AU - Ellis, Andrew

PY - 2020/3/12

Y1 - 2020/3/12

N2 - Artificial neural network for transceiver nonlinearity compensation in dual-polarization probabilistically shaped 28 GBaud systems is experimentally investigated with achieved SNR performance gain up to 1 dB.

AB - Artificial neural network for transceiver nonlinearity compensation in dual-polarization probabilistically shaped 28 GBaud systems is experimentally investigated with achieved SNR performance gain up to 1 dB.

UR - https://www.scopus.com/pages/publications/85089949351

UR - https://www.osapublishing.org/abstract.cfm?uri=OFC-2020-W2A.44

U2 - 10.1364/OFC.2020.W2A.44

DO - 10.1364/OFC.2020.W2A.44

M3 - Conference publication

AN - SCOPUS:85089949351

SN - 9781943580712

T3 - Optics InfoBase Conference Papers

BT - Optical Fiber Communication Conference, OFC 2020

T2 - Optical Fiber Communication Conference, OFC 2020

Y2 - 8 March 2017 through 12 March 2017

ER -

Artificial neural network-based compensation for transceiver nonlinearity in probabilistic shaping systems

Abstract

Publication series

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Funding

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