Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization

Elias Giacoumidis; Sofien Mhatli; Jinlong Wei; Son T. Le; Ivan Aldaya; Marc F.C. Stephens; Mary E. McCarthy; Andrew D. Ellis; Nick J. Doran; Benjamin  Eggleton

doi:10.1364/OFC.2017.Th2A.62

Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization

Elias Giacoumidis^*
, Sofien Mhatli
, Jinlong Wei
, Son T. Le
, Ivan Aldaya
, Marc F.C. Stephens
, Mary E. McCarthy
, Andrew D. Ellis
, Nick J. Doran
, Benjamin Eggleton

^*Corresponding author for this work

Aston Institute of Photonic Technologies (AiPT)

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

14 Citations (Scopus)

Abstract

Nonlinear effects are experimentally tackled, for the first time, in WDM-CO-OFDM by an artificial neural network (ANN)-based equalizer at 3200 km. For the middle 20-Gb/s channel ANN outperforms to Volterra-based equalization by ~2-dB in Q-factor.

Original language	English
Title of host publication	2017 Optical Fiber Communications Conference and Exhibition (OFC 2017), proceedings
Number of pages	3
DOIs	https://doi.org/10.1364/OFC.2017.Th2A.62
Publication status	Published - 23 Mar 2017
Event	Optical Fiber Communication Conference, OFC 2017 - Los Angeles, United States Duration: 19 Mar 2017 → 23 Mar 2017

Conference

Conference	Optical Fiber Communication Conference, OFC 2017
Country/Territory	United States
City	Los Angeles
Period	19/03/17 → 23/03/17

Bibliographical note

-Funding: Centre of Eccellence, Laureate Fellowship, EPSRC and FPESP.

Access to Document

10.1364/OFC.2017.Th2A.62

Cite this

Giacoumidis, E., Mhatli, S., Wei, J., Le, S. T., Aldaya, I., Stephens, M. F. C., McCarthy, M. E., Ellis, A. D., Doran, N. J., & Eggleton, B. (2017). Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization. In 2017 Optical Fiber Communications Conference and Exhibition (OFC 2017), proceedings Article paper Th2A.62 https://doi.org/10.1364/OFC.2017.Th2A.62

@inproceedings{49ce24df1bf4496ab8cc61a1ff7d38f8,

title = "Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization",

abstract = "Nonlinear effects are experimentally tackled, for the first time, in WDM-CO-OFDM by an artificial neural network (ANN)-based equalizer at 3200 km. For the middle 20-Gb/s channel ANN outperforms to Volterra-based equalization by \textasciitilde{}2-dB in Q-factor.",

author = "Elias Giacoumidis and Sofien Mhatli and Jinlong Wei and Le, \{Son T.\} and Ivan Aldaya and Stephens, \{Marc F.C.\} and McCarthy, \{Mary E.\} and Ellis, \{Andrew D.\} and Doran, \{Nick J.\} and Benjamin Eggleton",

note = "-Funding: Centre of Eccellence, Laureate Fellowship, EPSRC and FPESP.; Optical Fiber Communication Conference, OFC 2017 ; Conference date: 19-03-2017 Through 23-03-2017",

year = "2017",

month = mar,

day = "23",

doi = "10.1364/OFC.2017.Th2A.62",

language = "English",

isbn = "978-1-943580-23-1",

booktitle = "2017 Optical Fiber Communications Conference and Exhibition (OFC 2017), proceedings",

}

Giacoumidis, E, Mhatli, S, Wei, J, Le, ST, Aldaya, I, Stephens, MFC, McCarthy, ME, Ellis, AD , Doran, NJ & Eggleton, B 2017, Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization. in 2017 Optical Fiber Communications Conference and Exhibition (OFC 2017), proceedings., paper Th2A.62, Optical Fiber Communication Conference, OFC 2017, Los Angeles, United States, 19/03/17. https://doi.org/10.1364/OFC.2017.Th2A.62

Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization. / Giacoumidis, Elias; Mhatli, Sofien; Wei, Jinlong et al.
2017 Optical Fiber Communications Conference and Exhibition (OFC 2017), proceedings. 2017. paper Th2A.62.

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

TY - GEN

T1 - Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization

AU - Giacoumidis, Elias

AU - Mhatli, Sofien

AU - Wei, Jinlong

AU - Le, Son T.

AU - Aldaya, Ivan

AU - Stephens, Marc F.C.

AU - McCarthy, Mary E.

AU - Ellis, Andrew D.

AU - Doran, Nick J.

AU - Eggleton, Benjamin

N1 - -Funding: Centre of Eccellence, Laureate Fellowship, EPSRC and FPESP.

PY - 2017/3/23

Y1 - 2017/3/23

N2 - Nonlinear effects are experimentally tackled, for the first time, in WDM-CO-OFDM by an artificial neural network (ANN)-based equalizer at 3200 km. For the middle 20-Gb/s channel ANN outperforms to Volterra-based equalization by ~2-dB in Q-factor.

AB - Nonlinear effects are experimentally tackled, for the first time, in WDM-CO-OFDM by an artificial neural network (ANN)-based equalizer at 3200 km. For the middle 20-Gb/s channel ANN outperforms to Volterra-based equalization by ~2-dB in Q-factor.

UR - https://www.osapublishing.org/abstract.cfm?URI=OFC-2017-Th2A.62

UR - https://www.scopus.com/pages/publications/85019949774

U2 - 10.1364/OFC.2017.Th2A.62

DO - 10.1364/OFC.2017.Th2A.62

M3 - Conference publication

AN - SCOPUS:85025818955

SN - 978-1-943580-23-1

BT - 2017 Optical Fiber Communications Conference and Exhibition (OFC 2017), proceedings

T2 - Optical Fiber Communication Conference, OFC 2017

Y2 - 19 March 2017 through 23 March 2017

ER -

Intra and inter-channel nonlinearity compensation in WDM coherent optical OFDM using artificial neural network based nonlinear equalization

Abstract

Conference

Bibliographical note

Access to Document

Other files and links

Fingerprint

20dB net-gain fiber optical parametric amplification of 18×120Gb/s polarization-multiplexed signals

Experimental investigation of nonlinear signal distortions in ultra-wideband transmission systems

Femtosecond laser inscribed axial long-period fiber gratings in two-mode fiber for efficient optical angular momentum generation

Cite this