Simultaneous Optical Performance Monitoring and Modulation Format/Bit-Rate Identification Using Principal Component Analysis

Journal of Optical Communications and Networking ◽

10.1364/jocn.6.000441 ◽

2014 ◽

Vol 6 (5) ◽

pp. 441 ◽

Author(s):

Ming Chieng Tan ◽

Faisal Nadeem Khan ◽

Waled Hussein Al-Arashi ◽

Yudi Zhou ◽

Alan Pak Tao Lau

Keyword(s):

Principal Component Analysis ◽

Performance Monitoring ◽

Principal Component ◽

Component Analysis ◽

Optical Performance ◽

Bit Rate ◽

Optical Performance Monitoring ◽

Modulation Format

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Method of joint bit rate/modulation format identification and optical performance monitoring using asynchronous delay-tap sampling for radio-over-fiber systems

Optical Engineering ◽

10.1117/1.oe.55.8.084108 ◽

2016 ◽

Vol 55 (8) ◽

pp. 084108 ◽

Author(s):

Latifa Guesmi ◽

Mourad Menif

Keyword(s):

Performance Monitoring ◽

Radio Over Fiber ◽

Optical Performance ◽

Bit Rate ◽

Optical Performance Monitoring ◽

Rate Modulation ◽

Modulation Format

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Feature Fusion-Based Multi-Task ConvNet for Simultaneous Optical Performance Monitoring and Bit-Rate/Modulation Format Identification

IEEE Access ◽

10.1109/access.2019.2939043 ◽

2019 ◽

Vol 7 ◽

pp. 126709-126719 ◽

Author(s):

Xiaojie Fan ◽

Lina Wang ◽

Fang Ren ◽

Yulai Xie ◽

Xiang Lu ◽

...

Keyword(s):

Performance Monitoring ◽

Feature Fusion ◽

Optical Performance ◽

Bit Rate ◽

Optical Performance Monitoring ◽

Rate Modulation ◽

Modulation Format

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Modulation format/bit rate recognition based on principal component analysis (PCA) and artificial neural networks (ANNs): erratum

OSA Continuum ◽

10.1364/osac.386233 ◽

2020 ◽

Vol 3 (1) ◽

pp. 88

Author(s):

Junhe Zhou ◽

Panpan Fan

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Bit Rate ◽

Modulation Format ◽

Artificial Neural

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Modulation format/bit rate recognition based on principal component analysis (PCA) and artificial neural networks (ANNs)

OSA Continuum ◽

10.1364/osac.2.000923 ◽

2019 ◽

Vol 2 (3) ◽

pp. 923 ◽

Author(s):

Junhe Zhou ◽

Panpan Fan

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Bit Rate ◽

Modulation Format ◽

Artificial Neural

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Joint Optical Performance Monitoring and Modulation Format/Bit-Rate Identification by CNN-Based Multi-Task Learning

IEEE Photonics Journal ◽

10.1109/jphot.2018.2869972 ◽

2018 ◽

Vol 10 (5) ◽

pp. 1-12 ◽

Author(s):

Xiaojie Fan ◽

Yulai Xie ◽

Fang Ren ◽

Yiying Zhang ◽

Xiaoshan Huang ◽

...

Keyword(s):

Performance Monitoring ◽

Optical Performance ◽

Bit Rate ◽

Optical Performance Monitoring ◽

Modulation Format ◽

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Bit-rate adaptive optical performance monitoring method for fiber communication systems

Optics Communications ◽

10.1016/j.optcom.2010.08.029 ◽

2011 ◽

Vol 284 (1) ◽

pp. 436-440 ◽

Author(s):

Aiying Yang ◽

Xiangyu Wu ◽

Yaojun Qiao ◽

Yu-nan Sun

Keyword(s):

Communication Systems ◽

Performance Monitoring ◽

Optical Performance ◽

Bit Rate ◽

Monitoring Method ◽

Optical Performance Monitoring ◽

Fiber Communication ◽

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Experimental Demonstration of Simultaneous Modulation Format/Symbol Rate Identification and Optical Performance Monitoring for Coherent Optical Systems

Journal of Lightwave Technology ◽

10.1109/jlt.2017.2772851 ◽

2018 ◽

Vol 36 (11) ◽

pp. 2230-2239 ◽

Author(s):

Latifa Guesmi ◽

Amr Mohamed Ragheb ◽

Habib Fathallah ◽

Mourad Menif

Keyword(s):

Performance Monitoring ◽

Optical Systems ◽

Optical Performance ◽

Experimental Demonstration ◽

Optical Performance Monitoring ◽

Modulation Format ◽

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Modulation format-independent optical performance monitoring technique insensitive to chromatic dispersion and polarization mode dispersion using a multi-task artificial neural network

Optics Express ◽

10.1364/oe.402939 ◽

2020 ◽

Vol 28 (22) ◽

pp. 32331

Author(s):

Hao Zheng ◽

Wei Li ◽

Muyang Mei ◽

You Wang ◽

Zhongshuai Feng ◽

...

Keyword(s):

Neural Network ◽

Performance Monitoring ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Polarization Mode ◽

Optical Performance ◽

Optical Performance Monitoring ◽

Modulation Format ◽

Monitoring Technique ◽

Mode Dispersion

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Performance Monitoring of PAM4 Optical Communication System Based on Principal Component Analysis and Support Vector Regression

2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/siprocess.2019.8868607 ◽

2019 ◽

Author(s):

Qiang Sun ◽

Xiaodong Chen ◽

Yang Zhou

Keyword(s):

Principal Component Analysis ◽

Support Vector Regression ◽

Optical Communication ◽

Communication System ◽

Performance Monitoring ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Optical Communication System

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Performance monitoring in obsessive–compulsive disorder: A temporo-spatial principal component analysis

Cognitive Affective & Behavioral Neuroscience ◽

10.3758/s13415-014-0248-0 ◽

2014 ◽

Vol 14 (3) ◽

pp. 983-995 ◽

Author(s):

Julia Klawohn ◽

Anja Riesel ◽

Rosa Grützmann ◽

Norbert Kathmann ◽

Tanja Endrass

Keyword(s):

Principal Component Analysis ◽

Obsessive Compulsive Disorder ◽

Performance Monitoring ◽

Principal Component ◽

Component Analysis ◽

Obsessive Compulsive ◽

Compulsive Disorder ◽

Spatial Principal Component Analysis

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