Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM

E. Giacoumidis, I. Aldaya, J. L. Wei, C. Sanchez, H. Mrabet, L. P. Barry

Research output: Contribution to conferencePaper

Abstract

The first blind nonlinear equalizer using affinity propagation (AP) clustering is experimentally demonstrated for single-channel and WDM CO-OFDM. AP outperforms fuzzy-logic c-means clustering and digital-back propagation for both QPSK and 16-QAM formats.
Original languageEnglish
PagesSTh1C.5
DOIs
Publication statusPublished - 2018
EventCLEO: Science and Innovations 2018 - San Jose, United States
Duration: 13 May 201818 May 2018

Conference

ConferenceCLEO: Science and Innovations 2018
CountryUnited States
CitySan Jose
Period13/05/1818/05/18

Fingerprint

affinity
nonlinearity
quadrature amplitude modulation
quadrature phase shift keying
propagation
format
logic

Cite this

Giacoumidis, E., Aldaya, I., Wei, J. L., Sanchez, C., Mrabet, H., & Barry, L. P. (2018). Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM. STh1C.5. Paper presented at CLEO: Science and Innovations 2018, San Jose, United States. https://doi.org/10.1364/CLEO_SI.2018.STh1C.5
Giacoumidis, E. ; Aldaya, I. ; Wei, J. L. ; Sanchez, C. ; Mrabet, H. ; Barry, L. P. / Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM. Paper presented at CLEO: Science and Innovations 2018, San Jose, United States.
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title = "Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM",
abstract = "The first blind nonlinear equalizer using affinity propagation (AP) clustering is experimentally demonstrated for single-channel and WDM CO-OFDM. AP outperforms fuzzy-logic c-means clustering and digital-back propagation for both QPSK and 16-QAM formats.",
author = "E. Giacoumidis and I. Aldaya and Wei, {J. L.} and C. Sanchez and H. Mrabet and Barry, {L. P.}",
year = "2018",
doi = "10.1364/CLEO_SI.2018.STh1C.5",
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Giacoumidis, E, Aldaya, I, Wei, JL, Sanchez, C, Mrabet, H & Barry, LP 2018, 'Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM' Paper presented at CLEO: Science and Innovations 2018, San Jose, United States, 13/05/18 - 18/05/18, pp. STh1C.5. https://doi.org/10.1364/CLEO_SI.2018.STh1C.5

Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM. / Giacoumidis, E.; Aldaya, I.; Wei, J. L.; Sanchez, C.; Mrabet, H.; Barry, L. P.

2018. STh1C.5 Paper presented at CLEO: Science and Innovations 2018, San Jose, United States.

Research output: Contribution to conferencePaper

TY - CONF

T1 - Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM

AU - Giacoumidis, E.

AU - Aldaya, I.

AU - Wei, J. L.

AU - Sanchez, C.

AU - Mrabet, H.

AU - Barry, L. P.

PY - 2018

Y1 - 2018

N2 - The first blind nonlinear equalizer using affinity propagation (AP) clustering is experimentally demonstrated for single-channel and WDM CO-OFDM. AP outperforms fuzzy-logic c-means clustering and digital-back propagation for both QPSK and 16-QAM formats.

AB - The first blind nonlinear equalizer using affinity propagation (AP) clustering is experimentally demonstrated for single-channel and WDM CO-OFDM. AP outperforms fuzzy-logic c-means clustering and digital-back propagation for both QPSK and 16-QAM formats.

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U2 - 10.1364/CLEO_SI.2018.STh1C.5

DO - 10.1364/CLEO_SI.2018.STh1C.5

M3 - Paper

SP - STh1C.5

ER -

Giacoumidis E, Aldaya I, Wei JL, Sanchez C, Mrabet H, Barry LP. Affinity propagation clustering for blind nonlinearity compensation in coherent optical OFDM. 2018. Paper presented at CLEO: Science and Innovations 2018, San Jose, United States. https://doi.org/10.1364/CLEO_SI.2018.STh1C.5