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Carolyn J. Swinney

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Journal Articles

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2022
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Carolyn J. Swinney, John C. Woods:
GPS Jamming Signal Classification with CNN Feature Extraction in low Signal-to-Noise Environments. Int. J. Cyber Situational Aware. 6(1): 1-21 (2022)
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Carolyn J. Swinney, John C. Woods:
K-Means Clustering Approach to UAS Classification via Graphical Signal Representation of Radio Frequency Signals for Air Traffic Early Warning. IEEE Trans. Intell. Transp. Syst. 23(12): 24957-24965 (2022)

Conference and Workshop Papers

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2021
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Carolyn J. Swinney, John C. Woods:
GNSS Jamming Classification via CNN, Transfer Learning & the Novel Concatenation of Signal Representations. CyberSA 2021: 1-9

Data and Artifacts

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2022
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Carolyn J. Swinney, John C. Woods:
DroneDetect Dataset: A Radio Frequency dataset of Unmanned Aerial System (UAS) Signals for Machine Learning Detection & Classification. IEEE DataPort, 2022

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