Channel equalization in ultraviolet communication based on LSTM-DNN hybrid model

Channel equalization in ultraviolet communication based on LSTM-DNN hybrid model

Abstract Ultraviolet Communication (UVC) faces the challenge of increased Bit Error Rate (BER) due to signal attenuation caused by atmospheric scattering. In recent years, wireless optical communication technologies have made significant progress in both Ultraviolet (UV) and Visible Light (VL) commu...

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Bibliographic Details
Main Author: Liwei Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Ultraviolet communication
Signal attenuation
Bit error rate
Mean squared error
LSTM-DNN hybrid neural network
Online Access:https://doi.org/10.1038/s41598-025-02159-9
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