SEASCAPE: System for Efficient Agile Signal Classification of Adversary Produced Emitters
Tactical electromagnetic environments have become much more complex over the last two decades with a higher density of more diverse and more sophisticated emitters. Signals of interest are becoming much more frequency agile and have a lower probability of intercept, making it much harder to detect and identify them. To support the Navy in maintaining a combat advantage in dense signal environments, we propose a System for Efficient Agile Signal Classification of Adversary Produced Emitters, or SEASCAPE. SEASCAPE provides an energy-efficient, dynamic, hierarchical ensemble classifier that accurately fingerprints sophisticated emitters while characterizing detection uncertainty and reliability. SEASCAPE is supported by a signal processing workbench and a fusion module to evolve the classifier and its supporting feature sets over time as new agile signals of interest are encountered.
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Principal Software Engine
Charles River Analytics Inc.
625 Mount Auburn Street Cambridge, MA -
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