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Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM

Research output: Contribution to journalArticlepeer-review

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Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM. / M, Jarajreh; Giacoumidis, E; Aldaya, I; Le, S.T.; Tsokanos, Athanasios; Ghassemlooy, Z.; Doran , N.J. .

In: IEEE Photonics Technology Letters , Vol. 27, No. 4, 15.02.2015, p. 387-390.

Research output: Contribution to journalArticlepeer-review

Harvard

M, J, Giacoumidis, E, Aldaya, I, Le, ST, Tsokanos, A, Ghassemlooy, Z & Doran , NJ 2015, 'Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM', IEEE Photonics Technology Letters , vol. 27, no. 4, pp. 387-390. https://doi.org/10.1109/LPT.2014.2375960

APA

M, J., Giacoumidis, E., Aldaya, I., Le, S. T., Tsokanos, A., Ghassemlooy, Z., & Doran , N. J. (2015). Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM. IEEE Photonics Technology Letters , 27(4), 387-390. https://doi.org/10.1109/LPT.2014.2375960

Vancouver

Author

M, Jarajreh ; Giacoumidis, E ; Aldaya, I ; Le, S.T. ; Tsokanos, Athanasios ; Ghassemlooy, Z. ; Doran , N.J. . / Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM. In: IEEE Photonics Technology Letters . 2015 ; Vol. 27, No. 4. pp. 387-390.

Bibtex

@article{c2bb898623ab47069d059d55cd766863,
title = "Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM",
abstract = "We propose a novel low-complexity artificial neuralnetwork (ANN)-based nonlinear equalizer (NLE) for coherentoptical orthogonal frequency-division multiplexing (CO-OFDM)and compare it with the recent inverse Volterra-series transferfunction (IVSTF)-based NLE over up to 1000 km of uncompensatedlinks. Demonstration of ANN-NLE at 80-Gb/s CO-OFDMusing 16-quadrature amplitude modulation reveals a Q-factorimprovement after 1000-km transmission of 3 and 1 dB withrespect to the linear equalization and IVSTF-NLE, respectively.",
author = "Jarajreh M and E Giacoumidis and I Aldaya and S.T. Le and Athanasios Tsokanos and Z. Ghassemlooy and N.J. Doran",
note = "Mutsam A. Jarajreh, et al, 'Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM', IEEE Photonics Technology Letters, Vol. 27 (4), February 2015, available online at: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6975096&tag=1.",
year = "2015",
month = feb,
day = "15",
doi = "10.1109/LPT.2014.2375960",
language = "English",
volume = "27",
pages = "387--390",
journal = "IEEE Photonics Technology Letters ",
issn = "1041-1135",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "4",

}

RIS

TY - JOUR

T1 - Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM

AU - M, Jarajreh

AU - Giacoumidis, E

AU - Aldaya, I

AU - Le, S.T.

AU - Tsokanos, Athanasios

AU - Ghassemlooy, Z.

AU - Doran , N.J.

N1 - Mutsam A. Jarajreh, et al, 'Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM', IEEE Photonics Technology Letters, Vol. 27 (4), February 2015, available online at: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6975096&tag=1.

PY - 2015/2/15

Y1 - 2015/2/15

N2 - We propose a novel low-complexity artificial neuralnetwork (ANN)-based nonlinear equalizer (NLE) for coherentoptical orthogonal frequency-division multiplexing (CO-OFDM)and compare it with the recent inverse Volterra-series transferfunction (IVSTF)-based NLE over up to 1000 km of uncompensatedlinks. Demonstration of ANN-NLE at 80-Gb/s CO-OFDMusing 16-quadrature amplitude modulation reveals a Q-factorimprovement after 1000-km transmission of 3 and 1 dB withrespect to the linear equalization and IVSTF-NLE, respectively.

AB - We propose a novel low-complexity artificial neuralnetwork (ANN)-based nonlinear equalizer (NLE) for coherentoptical orthogonal frequency-division multiplexing (CO-OFDM)and compare it with the recent inverse Volterra-series transferfunction (IVSTF)-based NLE over up to 1000 km of uncompensatedlinks. Demonstration of ANN-NLE at 80-Gb/s CO-OFDMusing 16-quadrature amplitude modulation reveals a Q-factorimprovement after 1000-km transmission of 3 and 1 dB withrespect to the linear equalization and IVSTF-NLE, respectively.

U2 - 10.1109/LPT.2014.2375960

DO - 10.1109/LPT.2014.2375960

M3 - Article

VL - 27

SP - 387

EP - 390

JO - IEEE Photonics Technology Letters

JF - IEEE Photonics Technology Letters

SN - 1041-1135

IS - 4

ER -