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

Peng Zou; Yiheng Zhao; Fangchen Hu; Nan Chi

doi:10.1364/oe.400825

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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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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Probabilistic Shaping based Superposed Coded Modulation in Single Receiver Multiple-Input-Multiple-Output Visible Light Communication System

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

10.1364/acpc.2020.s4b.2 ◽

2020 ◽

Author(s):

Peng Zou ◽

Guoqiang Li ◽

Fangchen Hu ◽

Nan Chi

Keyword(s):

Visible Light ◽

Communication System ◽

Multiple Input Multiple Output ◽

Visible Light Communication ◽

Coded Modulation ◽

Multiple Input ◽

Input Multiple Output ◽

Single Receiver

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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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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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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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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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Two methods of accurate indoor positioning based on visible light communication system and artificial neural network

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

10.1109/icocn.2019.8934138 ◽

2019 ◽

Author(s):

Shencheng Ni ◽

Feng Wang ◽

Shuying Han ◽

Jie Pang ◽

Shanhong You

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Visible Light ◽

Communication System ◽

Visible Light Communication ◽

Indoor Positioning ◽

Artificial Neural

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Optical Design and Receiving Characteristics of Two Lens Type Visible Light Communication System

IEEJ Transactions on Sensors and Micromachines ◽

10.1541/ieejsmas.131.351 ◽

2011 ◽

Vol 131 (10) ◽

pp. 351-356

Author(s):

Yoshinori Matsumoto ◽

Hiromichi Nakada

Keyword(s):

Visible Light ◽

Communication System ◽

Optical Design ◽

Visible Light Communication

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The optical fringe code modulation and recognition algorithm based on visible light communication using convolutional neural network

Signal Processing Image Communication ◽

10.1016/j.image.2019.04.002 ◽

2019 ◽

Vol 75 ◽

pp. 128-140

Author(s):

Heng Zhang ◽

Yongjun Li ◽

Weipeng Guan ◽

Jingyi Li ◽

JieHeng Zheng ◽

...

Keyword(s):

Neural Network ◽

Visible Light ◽

Convolutional Neural Network ◽

Visible Light Communication ◽

Recognition Algorithm ◽

Code Modulation

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