4 papers
Mode Selection in Cognitive Radar Networks
William W. Howard, Samuel R. Shebert, Anthony F. Martone +1
Cognitive Radar Networks, which were popularized by Simon Haykin in 2006, have been proposed to address limitations with legacy radar installations. These limitations include large…
Mode Selection and Target Classification in Cognitive Radar Networks
William W. Howard, Samuel R. Shebert, Benjamin H. Kirk +1
Cognitive Radar Networks were proposed by Simon Haykin in 2006 to address problems with large legacy radar implementations - primarily, single-point vulnerabilities and lack of ada…
Open Set Wireless Signal Classification: Augmenting Deep Learning with Expert Feature Classifiers
Samuel R. Shebert, Benjamin H. Kirk, R. Michael Buehrer
In shared spectrum with multiple radio access technologies, wireless standard classification is vital for applications such as dynamic spectrum access (DSA) and wideband spectrum m…
Open Set Wireless Standard Classification Using Convolutional Neural Networks
Samuel R. Shebert, Anthony F. Martone, R. Michael Buehrer
In congested electromagnetic environments, cognitive radios require knowledge about other emitters in order to optimize their dynamic spectrum access strategy. Deep learning classi…