Open-set Classification of Common Waveforms Using A Deep Feed-forward Network and Binary Isolation Forest Models

C. Tanner Fredieu, Anthony Martone, R. Michael Buehrer

In this paper, we examine the use of a deep multi-layer perceptron architecture to classify received signals as one of seven common waveforms, single carrier (SC), single-carrier f…