Unsupervised hierarchical clustering for blind nonlinear equalization in WDM coherent optical OFDM

Elias Giacoumidis; Amir Matin; Jinlong Wei; Nick J. Doran; Xu Wang

doi:10.1364/ACPC.2017.Su4C.4

Unsupervised hierarchical clustering for blind nonlinear equalization in WDM coherent optical OFDM

Elias Giacoumidis^*, Amir Matin, Jinlong Wei, Nick J. Doran, Xu Wang

^*Corresponding author for this work

Aston Institute of Photonic Technologies (AiPT)

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

Abstract

We experimentally demonstrate the first Hierarchical clustering-based blind nonlinear equalizer for QPSK WDM-CO-OFDM. Hierarchical clustering outperforms to full-step digitalback propagation and artificial neural networks at 3200 km by up to 1.5 and 1.1 dB, respectively.

Original language	English
Title of host publication	Asia Communications and Photonics Conference, ACPC 2017
Volume	Part F83-ACPC 2017
ISBN (Electronic)	9781557528209
DOIs	https://doi.org/10.1364/ACPC.2017.Su4C.4
Publication status	Published - 13 Nov 2017
Event	Asia Communications and Photonics Conference, ACPC 2017 - Guangzhou, uangdong, China Duration: 10 Nov 2017 → 13 Nov 2017

Conference

Conference	Asia Communications and Photonics Conference, ACPC 2017
Country/Territory	China
City	Guangzhou, uangdong
Period	10/11/17 → 13/11/17

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10.1364/ACPC.2017.Su4C.4

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@inproceedings{4751ecd04bb5431ab026da128cf34988,

title = "Unsupervised hierarchical clustering for blind nonlinear equalization in WDM coherent optical OFDM",

abstract = "We experimentally demonstrate the first Hierarchical clustering-based blind nonlinear equalizer for QPSK WDM-CO-OFDM. Hierarchical clustering outperforms to full-step digitalback propagation and artificial neural networks at 3200 km by up to 1.5 and 1.1 dB, respectively.",

author = "Elias Giacoumidis and Amir Matin and Jinlong Wei and Doran, {Nick J.} and Xu Wang",

year = "2017",

month = nov,

day = "13",

doi = "10.1364/ACPC.2017.Su4C.4",

language = "English",

volume = "Part F83-ACPC 2017",

booktitle = "Asia Communications and Photonics Conference, ACPC 2017",

note = "Asia Communications and Photonics Conference, ACPC 2017 ; Conference date: 10-11-2017 Through 13-11-2017",

}

Giacoumidis, E, Matin, A, Wei, J, Doran, NJ & Wang, X 2017, Unsupervised hierarchical clustering for blind nonlinear equalization in WDM coherent optical OFDM. in Asia Communications and Photonics Conference, ACPC 2017. vol. Part F83-ACPC 2017, Asia Communications and Photonics Conference, ACPC 2017, Guangzhou, uangdong, China, 10/11/17. https://doi.org/10.1364/ACPC.2017.Su4C.4

TY - GEN

T1 - Unsupervised hierarchical clustering for blind nonlinear equalization in WDM coherent optical OFDM

AU - Giacoumidis, Elias

AU - Matin, Amir

AU - Wei, Jinlong

AU - Doran, Nick J.

AU - Wang, Xu

PY - 2017/11/13

Y1 - 2017/11/13

N2 - We experimentally demonstrate the first Hierarchical clustering-based blind nonlinear equalizer for QPSK WDM-CO-OFDM. Hierarchical clustering outperforms to full-step digitalback propagation and artificial neural networks at 3200 km by up to 1.5 and 1.1 dB, respectively.

AB - We experimentally demonstrate the first Hierarchical clustering-based blind nonlinear equalizer for QPSK WDM-CO-OFDM. Hierarchical clustering outperforms to full-step digitalback propagation and artificial neural networks at 3200 km by up to 1.5 and 1.1 dB, respectively.

UR - http://www.scopus.com/inward/record.url?scp=85041679052&partnerID=8YFLogxK

U2 - 10.1364/ACPC.2017.Su4C.4

DO - 10.1364/ACPC.2017.Su4C.4

M3 - Conference publication

AN - SCOPUS:85041679052

VL - Part F83-ACPC 2017

BT - Asia Communications and Photonics Conference, ACPC 2017

T2 - Asia Communications and Photonics Conference, ACPC 2017

Y2 - 10 November 2017 through 13 November 2017

ER -

Unsupervised hierarchical clustering for blind nonlinear equalization in WDM coherent optical OFDM

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