Optical modulation format identification based on gaussian mixture model of signal amplitude distribution

Tianyan Zhou; Jie Liu; Changjian Guo; Xiong Wu; Kangping Zhong; Siyuan Yu

doi:10.1364/ACPC.2016.AS2B.3

Optical modulation format identification based on gaussian mixture model of signal amplitude distribution

Tianyan Zhou
, Jie Liu
, Changjian Guo
, Xiong Wu
, Kangping Zhong
, Siyuan Yu

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

Abstract

A modulation format identification technique is proposed for coherent optical communications, based on Gaussian mixture model of signal amplitude distribution. The simulation and experimental results show successful recognition can be realized among five modulation formats.

Original language	English
Title of host publication	Asia Communications and Photonics Conference, ACPC 2016
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Print)	9780960038008
DOIs	https://doi.org/10.1364/ACPC.2016.AS2B.3
Publication status	Published - Nov 2016
Event	Asia Communications and Photonics Conference, ACPC 2016 - Wuhan, China Duration: 2 Nov 2016 → 5 Nov 2016

Publication series

Name	Optics InfoBase Conference Papers
ISSN (Electronic)	2162-2701

Conference

Conference	Asia Communications and Photonics Conference, ACPC 2016
Country/Territory	China
City	Wuhan
Period	2/11/16 → 5/11/16

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

More information

10.1364/ACPC.2016.AS2B.3

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@inproceedings{f785d03429484f1fb17ba9ae552b4800,

title = "Optical modulation format identification based on gaussian mixture model of signal amplitude distribution",

abstract = "A modulation format identification technique is proposed for coherent optical communications, based on Gaussian mixture model of signal amplitude distribution. The simulation and experimental results show successful recognition can be realized among five modulation formats.",

author = "Tianyan Zhou and Jie Liu and Changjian Guo and Xiong Wu and Kangping Zhong and Siyuan Yu",

note = "Publisher Copyright: {\textcopyright} OSA 2016.; Asia Communications and Photonics Conference, ACPC 2016 ; Conference date: 02-11-2016 Through 05-11-2016",

year = "2016",

month = nov,

doi = "10.1364/ACPC.2016.AS2B.3",

language = "English",

isbn = "9780960038008",

series = "Optics InfoBase Conference Papers",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "Asia Communications and Photonics Conference, ACPC 2016",

}

Zhou, T, Liu, J, Guo, C, Wu, X, Zhong, K & Yu, S 2016, Optical modulation format identification based on gaussian mixture model of signal amplitude distribution. in Asia Communications and Photonics Conference, ACPC 2016. Optics InfoBase Conference Papers, Optica Publishing Group (formerly OSA), Asia Communications and Photonics Conference, ACPC 2016, Wuhan, China, 2/11/16. https://doi.org/10.1364/ACPC.2016.AS2B.3

Optical modulation format identification based on gaussian mixture model of signal amplitude distribution. / Zhou, Tianyan; Liu, Jie; Guo, Changjian et al.
Asia Communications and Photonics Conference, ACPC 2016. Optica Publishing Group (formerly OSA), 2016. (Optics InfoBase Conference Papers).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Optical modulation format identification based on gaussian mixture model of signal amplitude distribution

AU - Zhou, Tianyan

AU - Liu, Jie

AU - Guo, Changjian

AU - Wu, Xiong

AU - Zhong, Kangping

AU - Yu, Siyuan

PY - 2016/11

Y1 - 2016/11

N2 - A modulation format identification technique is proposed for coherent optical communications, based on Gaussian mixture model of signal amplitude distribution. The simulation and experimental results show successful recognition can be realized among five modulation formats.

AB - A modulation format identification technique is proposed for coherent optical communications, based on Gaussian mixture model of signal amplitude distribution. The simulation and experimental results show successful recognition can be realized among five modulation formats.

UR - https://www.scopus.com/pages/publications/85165764713

U2 - 10.1364/ACPC.2016.AS2B.3

DO - 10.1364/ACPC.2016.AS2B.3

M3 - Conference article published in proceeding or book

AN - SCOPUS:85165764713

SN - 9780960038008

T3 - Optics InfoBase Conference Papers

BT - Asia Communications and Photonics Conference, ACPC 2016

PB - Optica Publishing Group (formerly OSA)

T2 - Asia Communications and Photonics Conference, ACPC 2016

Y2 - 2 November 2016 through 5 November 2016

ER -

Optical modulation format identification based on gaussian mixture model of signal amplitude distribution

Abstract

Publication series

Conference

ASJC Scopus subject areas

More information

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