Extension of the CNN-Based Demodulation Method for Image Sensor-Based Visible Light Communication Considering Real Image Parameters

Extension of the CNN-Based Demodulation Method for Image Sensor-Based Visible Light Communication Considering Real Image Parameters

This paper proposes a convolutional neural network (CNN)-based demodulation method to enhance the performance of visible light communication (VLC) between digital signage and mobile terminals such as smartphones. Unlike conventional methods, the proposed approach employs a sliding window mechanism t...

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Bibliographic Details
Main Authors: Yuki Iyoda, Kentaro Kobayashi, Chedlia Ben Naila, Hiraku Okada
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Photonics Journal
Subjects:
Demodulation
digital signage
image sensor
machine learning
visible light communication (VLC)
Online Access:https://ieeexplore.ieee.org/document/11005729/
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https://ieeexplore.ieee.org/document/11005729/

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