Adaptive Modulation and Coding Using Neural Network Based SNR Estimation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2946973
Abstract: In this paper, we propose a novel Adaptive Modulation and Coding (AMC) scheme enabled by Artificial Neural Network (ANN) aided Signal-to-Noise power Ratio (SNR) estimation. The Power Spectral Density (PSD) values are trained for SNR… read more here.
Keywords: modulation coding; neural network; snr estimation; modulation ... See more keywords
Convolutional-neural-network-based versus vision-transformer-based SNR estimation for visible light communication networks.
Sign Up to like & getrecommendations! Published in 2023 at "Optics letters"
DOI: 10.1364/ol.485321
Abstract: Visible light communication (VLC) has emerged as a promising technology for future sixth-generation (6 G) communications. Estimating and predicting the impairments, such as turbulence and free space signal scattering, can help to construct flexible and adaptive… read more here.
Keywords: neural network; snr estimation; scheme; visible light ... See more keywords