Neural Algorithm for Radio Signals Modulation Classification of Satellite Communication Systems at Low Signal-to-Noise Ratio

摘要

Different classification algorithms were considered in the absence of a priori information on the type of modulation, on the basis of which dictionary of feature is proposed. Simulation model was constructed. Experiment was performed to evaluate the parameters of characteristics. Correct probability dependences of modulation classification type on signal-to-noise ratio were obtained.