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Data Augmentation for RF Machine Learning: Isolating Frequency Offset and SNR Impairments to Bridge the Simulation-to-Real Gap

Sage Trudeau, Iman Abdalla, Mike McLernon, Ulbert Botero, Kaushik R. Chowdhury. Data Augmentation for RF Machine Learning: Isolating Frequency Offset and SNR Impairments to Bridge the Simulation-to-Real Gap. In 36th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2025, Istanbul, Turkiye, September 1-4, 2025. pages 1-7, IEEE, 2025. [doi]

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Sage Trudeau

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Iman Abdalla

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Mike McLernon

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Ulbert Botero

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Kaushik R. Chowdhury

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