IMPROVING SPECTRUM UTILISATION IN CR WITH MULTIPLE MODULATION SCHEMES THROUGH DL

  • P Ravinder Kumar, Sandeep V M , Subhash Kulkarni
Keywords: Cognitive Radio Networks, Deep Learning, Modulation Recognition, Convolutional Neural Networks

Abstract

Spectrum sensing is an important criterion for improving spectrum utilisation in a cognitive radio network (CRN) with multiple modulation schemes. CRN is more powerful, at the same time, increases the complexity of sensing. This paper addresses the issues through Deep Learning (DL) based spectrum sensing. Presented here are three models with improving performance. The model is trained and verified on real-time data.

Published
2021-10-28
How to Cite
Subhash Kulkarni , P. R. K. S. V. M. ,. (2021). IMPROVING SPECTRUM UTILISATION IN CR WITH MULTIPLE MODULATION SCHEMES THROUGH DL. Design Engineering, 7679-7685. Retrieved from http://www.thedesignengineering.com/index.php/DE/article/view/5811
Issue
Vol 2021: Issue 08
Section
Articles