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Filtering by: Creator Rice, R. E. Degree Field Electrical and Computer Engineering File Format pdf

On the domain generalizability of RF fingerprints through multifractal dimension representation

Creator:

Johnson, Benjamin

Abstract:

RF data-driven device fingerprinting through the use of deep learning has recently surfaced as a possible method for secure device identification and authentication. Traditional approaches are commonly susceptible to the domain adaptation problem where a model trained on data from one domain performs badly when tested on data from a...

Resource Type:

Masters Thesis

Full Text:

fractal dimension, 𝐷, is then related to the Hurst exponent by 𝐷 = 𝐸 + 1 − 𝐻 where 𝐸 is the