Instant SNR Estimation on Digital Symbols
Articles > Article ยท 2021
Authors: Mete YILDIRIM
European Journal of Science and Technology, International, 2021
Summary
Signal-to-noise ratio is a very important data that must be known in order for many communication systems to work efficiently. The determination of this value may cause extra cost, complexity or can cause a decrease in the efficiency of resource allocation depending on the method used. The machine learning methods offer a practical solution while eliminating these negative aspects with supervised learning and offline training. Deep learning stands out with its success as a type of machine learning. In this study, the estimation of the instantaneous value of the signal to noise ratio in digital symbols was investigated using the deep learning technique.