Robust and Unified VLC Decoding System for Square Wave Quadrature Amplitude Modulation Using Deep Learning Approach

Robust and Unified VLC Decoding System for Square Wave Quadrature Amplitude Modulation Using Deep Learning Approach

We have proposed a square wave quadrature amplitude modulation (SW-QAM) scheme for visible light communication (VLC) using an image sensor in our previous work. Here, we propose a robust and unified system by using a neural decoding method. This method offers essential SW-QAM decoding capabilities,...

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Bibliographic Details
Main Authors: Syukron Abu Ishaq Alfarozi, Kitsuchart Pasupa, Hiromichi Hashizume, Kuntpong Woraratpanya, Masanori Sugimoto
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Visible light communication
image sensor communication (ISC)
SW-QAM
optical camera communication (OCC)
neural decoding
convolutional neural network (CNN)
Online Access:https://ieeexplore.ieee.org/document/8894406/

Internet

https://ieeexplore.ieee.org/document/8894406/

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