Instant SNR Estimation on Digital Symbols
Articles > Article · 2021
Authors: Radosveta İvanova SOKULLU, Mete Yıldırım
European Journal of Science and Technology No. 27, pp. 644-648, November 2021, Other Refereed National Journals, National, TR DİZİN (ULAKBİM), 2021, pp 644-648
Summary
<p>Signal-to-noise ratio is a very important parameter that must be known in order to make many communication systems to work efficiently. The determination of Signal-to-noise ratio 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.<br></p>