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

Download Full-text

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

Download Full-text

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 ◽

Author(s):

Yinaer Ha ◽

Wenqing Niu ◽

Nan Chi

Keyword(s):

Neural Network ◽

Visible Light ◽

Communication System ◽

Deep Neural Network ◽

Visible Light Communication ◽

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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 ◽

Deep Neural Network ◽

Visible Light Communication ◽

Diversity Combining ◽

Adaptive Diversity

Download Full-text

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 ◽

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

Download Full-text

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

Download Full-text

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 ◽

Deep Neural Network ◽

Gaussian Kernel

Download Full-text

Neural-Network-based Nonlinear Tomlinson-Harashima Precoding for Bandwidth-Limited Underwater Visible Light Communication

Journal of Lightwave Technology ◽

10.1109/jlt.2021.3138998 ◽

2021 ◽

pp. 1-1

Author(s):

Wenqing Niu ◽

Hui Chen ◽

Fangchen Hu ◽

Jianyang Shi ◽

Yinaer Ha ◽

...

Keyword(s):

Neural Network ◽

Visible Light ◽

Visible Light Communication

Download Full-text

166 Gbps SDM-WDM visible light communication based on neural network receiver and tricolor LEDs

Optics Letters ◽

10.1364/ol.428013 ◽

2021 ◽

Author(s):

Xin Liu ◽

Zixian Wei ◽

Mutong LI ◽

Lei Wang ◽

Zhongxu Liu ◽

...

Keyword(s):

Neural Network ◽

Visible Light ◽

Visible Light Communication

Download Full-text