Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization

Elias Giacoumidis; Sofien Mhatli; Tu Nguyen; Son T. Le; Ivan Aldaya; Mary McCarthy; Benjamin Eggleton

doi:10.1364/OFC.2016.Th2A.49

Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization

Elias Giacoumidis, Sofien Mhatli, Tu Nguyen, Son T. Le, Ivan Aldaya, Mary McCarthy, Benjamin Eggleton

Research output: Chapter in Book/Report/Conference proceeding › Conference publication

Abstract

We experimentally demonstrate 7-dB reduction of nonlinearity penalty in 40-Gb/s CO-OFDM at 2000-km using support vector machine regression-based equalization. Simulation in WDM-CO-OFDM shows up to 12-dB enhancement in Q-factor compared to linear equalization.

Original language	English
Title of host publication	Optical Fiber Communication Conference 2016
Publisher	Optical Society of America
ISBN (Print)	978-1-943580-07-1
DOIs	https://doi.org/10.1364/OFC.2016.Th2A.49
Publication status	Published - 22 Mar 2016
Event	Optical Fiber Communication Conference 2016 - Anaheim, CA, United States Duration: 20 Mar 2016 → 22 Mar 2016

Conference

Conference	Optical Fiber Communication Conference 2016
Country	United States
City	Anaheim, CA
Period	20/03/16 → 22/03/16

Bibliographical note

-

Access to Document

10.1364/OFC.2016.Th2A.49

Fingerprint Dive into the research topics of 'Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization'. Together they form a unique fingerprint.

8 Conference publication

Advantages of strong mode coupling for suppression of nonlinear distortion in few-mode fibers
Ferreira, F., MacSuibhne, N., Sánchez, C., Sygletos, S. & Ellis, A. D., 22 Mar 2016, Optical Fiber Communication Conference 2016. Optical Society of America, 3 p. Tu2E.3
Research output: Chapter in Book/Report/Conference proceeding › Conference publication

Open Access
File
All-analogue real-time filter bank OFDM over 50 Km of SSMF using a novel synchronization technique
Gutiérrez, F. A., Martin, E. P., Perry, P., Ellis, A. D. & Barry, L., 22 Mar 2016, Optical Fiber Communication Conference 2016. Optical Society of America, paper W1G.7. (OSA Technical Digest).
Research output: Chapter in Book/Report/Conference proceeding › Conference publication

Open Access
File
Characterisation of cascaded Raman-assisted fibre optical parametric amplifiers using WDM QPSK signals
Redyuk, A., Stephens, M. F. C. & Doran, N., 22 Mar 2016, Optical Fiber Communication Conference 2016. Optical Society of America, paper M3D.3. (OSA Technical Digest).
Research output: Chapter in Book/Report/Conference proceeding › Conference publication

Open Access
File

Cite this

@inproceedings{605287a5a5d143b09db14cbf66448b50,

title = "Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization",

abstract = "We experimentally demonstrate 7-dB reduction of nonlinearity penalty in 40-Gb/s CO-OFDM at 2000-km using support vector machine regression-based equalization. Simulation in WDM-CO-OFDM shows up to 12-dB enhancement in Q-factor compared to linear equalization.",

author = "Elias Giacoumidis and Sofien Mhatli and Tu Nguyen and Le, {Son T.} and Ivan Aldaya and Mary McCarthy and Benjamin Eggleton",

note = "-; Optical Fiber Communication Conference 2016 ; Conference date: 20-03-2016 Through 22-03-2016",

year = "2016",

month = mar,

day = "22",

doi = "10.1364/OFC.2016.Th2A.49",

language = "English",

isbn = "978-1-943580-07-1",

booktitle = "Optical Fiber Communication Conference 2016",

publisher = "Optical Society of America",

}

Giacoumidis, E, Mhatli, S, Nguyen, T, Le, ST, Aldaya, I, McCarthy, M & Eggleton, B 2016, Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization. in Optical Fiber Communication Conference 2016., paper Th2A.49, Optical Society of America, Optical Fiber Communication Conference 2016, Anaheim, CA, United States, 20/03/16. https://doi.org/10.1364/OFC.2016.Th2A.49

Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization. / Giacoumidis, Elias; Mhatli, Sofien; Nguyen, Tu; Le, Son T.; Aldaya, Ivan; McCarthy, Mary; Eggleton, Benjamin.

Optical Fiber Communication Conference 2016. Optical Society of America, 2016. paper Th2A.49.

Research output: Chapter in Book/Report/Conference proceeding › Conference publication

TY - GEN

T1 - Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization

AU - Giacoumidis, Elias

AU - Mhatli, Sofien

AU - Nguyen, Tu

AU - Le, Son T.

AU - Aldaya, Ivan

AU - McCarthy, Mary

AU - Eggleton, Benjamin

N1 - -

PY - 2016/3/22

Y1 - 2016/3/22

N2 - We experimentally demonstrate 7-dB reduction of nonlinearity penalty in 40-Gb/s CO-OFDM at 2000-km using support vector machine regression-based equalization. Simulation in WDM-CO-OFDM shows up to 12-dB enhancement in Q-factor compared to linear equalization.

AB - We experimentally demonstrate 7-dB reduction of nonlinearity penalty in 40-Gb/s CO-OFDM at 2000-km using support vector machine regression-based equalization. Simulation in WDM-CO-OFDM shows up to 12-dB enhancement in Q-factor compared to linear equalization.

UR - http://www.scopus.com/inward/record.url?scp=84986209223&partnerID=8YFLogxK

UR - https://www.osapublishing.org/abstract.cfm?URI=OFC-2016-Th2A.49

U2 - 10.1364/OFC.2016.Th2A.49

DO - 10.1364/OFC.2016.Th2A.49

M3 - Conference publication

AN - SCOPUS:84986209223

SN - 978-1-943580-07-1

BT - Optical Fiber Communication Conference 2016

PB - Optical Society of America

T2 - Optical Fiber Communication Conference 2016

Y2 - 20 March 2016 through 22 March 2016

ER -

Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization

Abstract

Conference

Bibliographical note

Access to Document

Advantages of strong mode coupling for suppression of nonlinear distortion in few-mode fibers

All-analogue real-time filter bank OFDM over 50 Km of SSMF using a novel synchronization technique

Characterisation of cascaded Raman-assisted fibre optical parametric amplifiers using WDM QPSK signals

Cite this