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

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

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 2017
Publisher	OSA Publishing
ISBN (Electronic)	9781943580347
DOIs	https://doi.org/10.1364/ACPC.2017.Su4C.4
Publication status	Published - 10 Nov 2017
Event	2017 Asia Communications and Photonics Conference - Guangzhou, Guangdong, China Duration: 10 Nov 2017 → 13 Nov 2017

Conference

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

ASJC Scopus subject areas

Computer Networks and Communications
Electrical and Electronic Engineering

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10.1364/ACPC.2017.Su4C.4

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@inproceedings{fa7cc2486cac416798edc854ddd7ce98,

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 = "10",

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

language = "English",

booktitle = "Asia Communications and Photonics Conference 2017",

publisher = "OSA Publishing",

address = "United States",

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

}

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 - 2017/11/10

Y1 - 2017/11/10

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 - https://www.scopus.com/pages/publications/85044763540

U2 - 10.1364/ACPC.2017.Su4C.4

DO - 10.1364/ACPC.2017.Su4C.4

M3 - Conference contribution

AN - SCOPUS:85044763540

BT - Asia Communications and Photonics Conference 2017

PB - OSA Publishing

T2 - 2017 Asia Communications and Photonics Conference

Y2 - 10 November 2017 through 13 November 2017

ER -

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

Abstract

Conference

ASJC Scopus subject areas

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