Adaptive Modulation and Coding Using Neural Network Based SNR Estimation

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 classification and it is mapped to respective Modulation and Coding...

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Bibliographic Details
Main Authors: Shun Kojima, Kazuki Maruta, Chang-Jun Ahn
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8865038/