Neural Network-Based Transceiver Design for VLC System over ISI Channel

Neural Network-Based Transceiver Design for VLC System over ISI Channel

In this letter, we construct the neural network (NN)-based transceiver to compensate for the varying inter-symbol-interference (ISI) effect in visible light communication (VLC) systems. For processing variable-length sequences, the convolution neural network (CNN) is utilized, and then the residual...

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Bibliographic Details
Main Authors: Lin Li, Zhaorui Zhu, Jian Zhang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Photonics
Subjects:
visible light communication (VLC)
neural network (NN)
deep learning
autoencoder (AE)
transceiver design
Online Access:https://www.mdpi.com/2304-6732/9/3/190

Internet

https://www.mdpi.com/2304-6732/9/3/190

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