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Mitigating Nonlinear Distortions of High-Powered LEDs for VLC using Deep Neural Networks

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posted on 2023-05-03, 17:54 authored by Abhaynarasimha K SAbhaynarasimha K S, Venkata Mani Vakamulla, Mathini Sellathurai

In this paper, we present a hardware implementation of a Deep Neural Network (DNN) based receiver for Visible Light Communication (VVLC) application. The presented system can combat the effects such as non-linear behavior, attenuation at higher frequencies, ambient noise, and property differences observed in high-power Commercial-off-the-shelf Light Emitting Diodes (LED).


Science and Engineering Research Board, Govt. of India


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National Institute of Technology, Warangal

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  • India