Gaussian kernel-aided deep neural network equalizer utilized in underwater PAM8 visible light communication system

Nan Chi; Yiheng Zhao; Meng Shi; Peng Zou; Xingyu Lu

doi:10.1364/oe.26.026700

Gaussian kernel-aided deep neural network equalizer utilized in underwater PAM8 visible light communication system

Optics Express ◽

10.1364/oe.26.026700 ◽

2018 ◽

Vol 26 (20) ◽

pp. 26700 ◽

Cited By ~ 30

Author(s):

Nan Chi ◽

Yiheng Zhao ◽

Meng Shi ◽

Peng Zou ◽

Xingyu Lu

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

Deep Neural Network ◽

Visible Light Communication ◽

Gaussian Kernel

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Frequency reshaping and compensation scheme based on deep neural network for a FTN CAP 9QAM signal in visible light communication system

17th International Conference on Optical Communications and Networks (ICOCN2018) ◽

10.1117/12.2523089 ◽

2019 ◽

Author(s):

Yinaer Ha ◽

Wenqing Niu ◽

Nan Chi

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

Deep Neural Network ◽

Visible Light Communication ◽

Compensation Scheme

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Post Equalization Scheme Based on Deep Neural Network for a Probabilistic Shaping 128 QAM DFT-S OFDM Signal in Underwater Visible Light Communication System

2019 18th International Conference on Optical Communications and Networks (ICOCN) ◽

10.1109/icocn.2019.8933882 ◽

2019 ◽

Cited By ~ 1

Author(s):

Yinaer Ha ◽

Wenqing Niu ◽

Nan Chi

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

Deep Neural Network ◽

Visible Light Communication ◽

Ofdm Signal

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Pulse shapings employed in an underwater visible-light communication system based on carrierless amplitude and phase modulation utilizing a complex deep neural network equalizer

Optical Engineering ◽

10.1117/1.oe.59.10.106110 ◽

2020 ◽

Vol 59 (10) ◽

Author(s):

Jiang Chen ◽

Nan Chi

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

Phase Modulation ◽

Deep Neural Network ◽

Visible Light Communication

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Adaptive Diversity Combining Technology with Deep Neural Network for High-Speed and Reliable Underwater Visible Light Communication System

10.1109/ogc52961.2021.9654410 ◽

2021 ◽

Author(s):

Wangwei Shen ◽

Hui Chen ◽

Zhongya Li ◽

Junhui Hu ◽

Sizhe Xing ◽

...

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

High Speed ◽

Deep Neural Network ◽

Visible Light Communication ◽

Diversity Combining ◽

Adaptive Diversity

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Super Gaussian Kernel-aided Deep Neural Network Equalizer Utilized in Visible Light Transparent Transmission from Free-space to Fiber

2020 International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp49889.2020.9299871 ◽

2020 ◽

Author(s):

Qiuyi Lu ◽

Jiang Chen ◽

Yiheng Zhao ◽

Nan Chi

Keyword(s):

Neural Network ◽

Visible Light ◽

Free Space ◽

Deep Neural Network ◽

Gaussian Kernel

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Nonlinear predistortion scheme based on Gaussian kernel-aided deep neural networks channel estimator for visible light communication system

Optical Engineering ◽

10.1117/1.oe.58.11.116108 ◽

2019 ◽

Vol 58 (11) ◽

pp. 1 ◽

Cited By ~ 1

Author(s):

Yiheng Zhao ◽

Peng Zou ◽

Meng Shi ◽

Nan Chi

Keyword(s):

Neural Networks ◽

Visible Light ◽

Communication System ◽

Deep Neural Networks ◽

Visible Light Communication ◽

Gaussian Kernel ◽

Channel Estimator

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AI based on frequency slicing deep neural network for underwater visible light communication

Science China Information Sciences ◽

10.1007/s11432-020-2851-0 ◽

2020 ◽

Vol 63 (6) ◽

Author(s):

Nan Chi ◽

Fangchen Hu ◽

Guoqiang Li ◽

Chaofan Wang ◽

Wenqing Niu

Keyword(s):

Neural Network ◽

Visible Light ◽

Deep Neural Network ◽

Visible Light Communication

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Enhanced performance of MIMO multi-branch hybrid neural network in single receiver MIMO visible light communication system

Optics Express ◽

10.1364/oe.400825 ◽

2020 ◽

Vol 28 (19) ◽

pp. 28017

Author(s):

Peng Zou ◽

Yiheng Zhao ◽

Fangchen Hu ◽

Nan Chi

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

Visible Light Communication ◽

Hybrid Neural Network ◽

Single Receiver

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Deep neural network method for channel estimation in visible light communication

Optics Communications ◽

10.1016/j.optcom.2020.125272 ◽

2020 ◽

Vol 462 ◽

pp. 125272

Author(s):

Xi Wu ◽

Zhitong Huang ◽

Yuefeng Ji

Keyword(s):

Neural Network ◽

Channel Estimation ◽

Visible Light ◽

Deep Neural Network ◽

Visible Light Communication ◽

Neural Network Method ◽

Network Method

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Low spatial complexity adaptive artificial neural network post-equalization algorithms in MIMO visible light communication system

Optics Express ◽

10.1364/oe.440155 ◽

2021 ◽

Author(s):

Yiheng Zhao ◽

PENG ZOU ◽

zhixue he ◽

Ziwei Li ◽

Nan Chi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Visible Light ◽

Communication System ◽

Visible Light Communication ◽

Spatial Complexity ◽

Artificial Neural

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