Soft Failure Identification for Long-haul Optical Communication Systems Based on One-dimensional Convolutional Neural Network

Huazhi Lun; Mengfan Fu; Xiaomin Liu; Yiwen Wu; Lilin Yi; Weisheng Hu; Qunbi Zhuge

doi:10.1109/jlt.2020.2989153

Soft Failure Identification for Long-haul Optical Communication Systems Based on One-dimensional Convolutional Neural Network

Journal of Lightwave Technology ◽

10.1109/jlt.2020.2989153 ◽

2020 ◽

Vol 38 (11) ◽

pp. 2992-2999 ◽

Cited By ~ 1

Author(s):

Huazhi Lun ◽

Mengfan Fu ◽

Xiaomin Liu ◽

Yiwen Wu ◽

Lilin Yi ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Optical Communication ◽

Communication Systems ◽

One Dimensional ◽

Soft Failure ◽

Optical Communication Systems ◽

Failure Identification

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Convolutional Neural Network Equalizer for Short-reach Optical Communication Systems

Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC) ◽

10.1364/acpc.2020.m4a.320 ◽

2020 ◽

Author(s):

Jing Zhang ◽

Lianshan Yan ◽

Lin Jiang ◽

Anlin Yi ◽

Yan Pan ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Optical Communication ◽

Communication Systems ◽

Optical Communication Systems

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Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems

2020 European Conference on Optical Communications (ECOC) ◽

10.1109/ecoc48923.2020.9333293 ◽

2020 ◽

Author(s):

Pedro J. Freire ◽

Vladislav Neskornuik ◽

Antonio Napoli ◽

Bernhard Spinnler ◽

Nelson Costa ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Optical Communication ◽

Experimental Verification ◽

Communication Systems ◽

Nonlinear Equalization ◽

Optical Communication Systems ◽

Coherent Optical Communication ◽

Artificial Neural ◽

Complex Valued

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Overfitting of artificial-neural-network-based nonlinear equalizer for multilevel signals in optical communication systems

AI and Optical Data Sciences ◽

10.1117/12.2545803 ◽

2020 ◽

Author(s):

Kai Ikuta ◽

Yuta Otsuka ◽

Moriya Nakamura

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Optical Communication ◽

Communication Systems ◽

Optical Communication Systems ◽

Artificial Neural

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Soft failure identification in optical networks based on convolutional neural network

45th European Conference on Optical Communication (ECOC 2019) ◽

10.1049/cp.2019.1138 ◽

2019 ◽

Author(s):

Huazhi Lun ◽

Qunbi Zhuge ◽

Mengfan Fu ◽

Yiwen Wu ◽

Qiaoya Liu ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Optical Networks ◽

Soft Failure ◽

Failure Identification

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Dispersion Compensating Square Photonic Crystal Fiber for Optical Communication Systems

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.129.601 ◽

2009 ◽

Vol 129 (4) ◽

pp. 601-607

Author(s):

Shubi F. Kaijage ◽

Yoshinori Namihira ◽

Nguyen H. Hai ◽

Feroza Begum ◽

S. M. Abdur Razzak ◽

...

Keyword(s):

Photonic Crystal ◽

Photonic Crystal Fiber ◽

Optical Communication ◽

Communication Systems ◽

Crystal Fiber ◽

Optical Communication Systems

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Recent Advances in Ultra-High-Speed Waveguide Photodiodes for Optical Communication Systems

IEICE Transactions on Electronics ◽

10.1587/transele.e92.c.922 ◽

2009 ◽

Vol E92-C (7) ◽

pp. 922-928 ◽

Cited By ~ 3

Author(s):

Kikuo MAKITA ◽

Kazuhiro SHIBA ◽

Takeshi NAKATA ◽

Emiko MIZUKI ◽

Sawaki WATANABE

Keyword(s):

Optical Communication ◽

Communication Systems ◽

High Speed ◽

Recent Advances ◽

Ultra High Speed ◽

Optical Communication Systems

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Efficient Adaptive Equalization for Wireless Optical Communication Systems

Menoufia Journal of Electronic Engineering Research ◽

10.21608/mjeer.2019.77028 ◽

2019 ◽

Vol 28 (1) ◽

pp. 224-231

Author(s):

Randa S. Hammad ◽

El_Sayed M. El_Rabaie ◽

Fathi. E. Abd-El-Samie ◽

Ibrahim M. El-Dokany

Keyword(s):

Optical Communication ◽

Communication Systems ◽

Adaptive Equalization ◽

Wireless Optical Communication ◽

Optical Communication Systems

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Classifying Breast Cancer Tissue by Raman Spectroscopy with One-dimensional Convolutional Neural Network

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2021.119732 ◽

2021 ◽

pp. 119732

Author(s):

Danying Ma ◽

Linwei Shang ◽

Jinlan Tang ◽

Yilin Bao ◽

Juanjuan Fu ◽

...

Keyword(s):

Breast Cancer ◽

Neural Network ◽

Raman Spectroscopy ◽

Convolutional Neural Network ◽

Breast Cancer Tissue ◽

Cancer Tissue ◽

One Dimensional

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One-dimensional convolutional neural network (1D-CNN) image reconstruction for electrical impedance tomography

Review of Scientific Instruments ◽

10.1063/5.0025881 ◽

2020 ◽

Vol 91 (12) ◽

pp. 124704

Author(s):

Xiuyan Li ◽

Rengui Lu ◽

Qi Wang ◽

Jianming Wang ◽

Xiaojie Duan ◽

...

Keyword(s):

Neural Network ◽

Image Reconstruction ◽

Convolutional Neural Network ◽

Electrical Impedance Tomography ◽

Electrical Impedance ◽

Impedance Tomography ◽

One Dimensional

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Inter-channel fiber nonlinearity mitigation in high baud-rate optical communication systems

Journal of Lightwave Technology ◽

10.1109/jlt.2020.3042671 ◽

2020 ◽

pp. 1-1

Author(s):

Chenjia Li ◽

Fan Zhang ◽

Lei Zhang ◽

Xinyu Chen ◽

Fan Yang ◽

...

Keyword(s):

Optical Communication ◽

Communication Systems ◽

Baud Rate ◽

Fiber Nonlinearity ◽

Optical Communication Systems

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