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Mitigating Nonlinear Distortions of High-Powered LEDs for VLC using Deep Neural Networks
  • Abhaynarasimha K S ,
  • Venkata Mani Vakamulla ,
  • Mathini Sellathurai
Abhaynarasimha K S
National Institute of Technology, National Institute of Technology, National Institute of Technology

Corresponding Author:[email protected]

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Venkata Mani Vakamulla
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Mathini Sellathurai
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Abstract

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).