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cs.LG2021
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…
cs.LG2020
Experimental Analysis of Reinforcement Learning Techniques for Spectrum Sharing Radar
Charles E. Thornton, R. Michael Buehrer, Anthony F. Martone +1
In this work, we first describe a framework for the application of Reinforcement Learning (RL) control to a radar system that operates in a congested spectral setting. We then comp…