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 proceedingConference contribution

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 languageEnglish
Title of host publicationOptical Fiber Communication Conference 2016
PublisherOptical Society of America
ISBN (Print)978-1-943580-07-1
DOIs
Publication statusPublished - 22 Mar 2016
EventOptical Fiber Communication Conference 2016 - Anaheim, CA, United States
Duration: 20 Mar 201622 Mar 2016

Conference

ConferenceOptical Fiber Communication Conference 2016
CountryUnited States
CityAnaheim, CA
Period20/03/1622/03/16

Fingerprint

penalties
Orthogonal frequency division multiplexing
Support vector machines
regression analysis
Q factors
nonlinearity
augmentation
Wavelength division multiplexing
simulation

Bibliographical note

-

Cite this

Giacoumidis, E., Mhatli, S., Nguyen, T., Le, S. T., 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. https://doi.org/10.1364/OFC.2016.Th2A.49
Giacoumidis, Elias ; Mhatli, Sofien ; Nguyen, Tu ; Le, Son T. ; Aldaya, Ivan ; McCarthy, Mary ; Eggleton, Benjamin. / Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization. Optical Fiber Communication Conference 2016. Optical Society of America, 2016.
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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",
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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 proceedingConference contribution

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AU - Aldaya, Ivan

AU - McCarthy, Mary

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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.

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Giacoumidis E, Mhatli S, Nguyen T, Le ST, Aldaya I, McCarthy M et al. Kerr-induced nonlinearity reduction in coherent optical OFDM by low complexity support vector machine regression-based equalization. In Optical Fiber Communication Conference 2016. Optical Society of America. 2016. paper Th2A.49 https://doi.org/10.1364/OFC.2016.Th2A.49