In this paper, we propose an algorithm to perform modulation classification on a 5-class problem consisting of AM, 2-PSK, 4-PSK, 8-PSK and 16-QAM modulation schemes using a combination of features based on the first order cyclostationarity, second- and higher-order moments, and then extend the idea of classification to an intelligent receiver which classifies and demodulates the signal without prior information regarding the transmitted signal.
@article{arxiv.2002.03454,
title = {Intelligent Receivers for Electronic Warfare Applications},
author = {Anantha K. Karthik and Jameer Ali M. S and A. Bhagavathi Rao},
journal= {arXiv preprint arXiv:2002.03454},
year = {2020}
}
Comments
Classification, Higher-order statistics, moments, fading, adaptive receivers. Paper published at EWCI-2014