Mr. Daniel Rayborn Profile

Daniel Rayborn

at Mississippi State Univ

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Publications (3)

Proceedings Article | 24 April 2020 Presentation + Paper

Identifying unlabeled WiFi devices with zero-shot learning

Logan Smith, Nicholas Smith, Daniel Rayborn, Bo Tang, John Ball, Maxwell Young

Proceedings Volume 11394, 113940R (2020) https://doi.org/10.1117/12.2557935

KEYWORDS: Instrument modeling, Data modeling, Performance modeling, Sensors, Computer programming, Computer engineering, Algorithm development, Receivers, Neural networks

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Proceedings Article | 24 April 2020 Presentation + Paper

Classifying WiFi "physical fingerprints" using complex deep learning

Logan Smith, Nicholas Smith, Joshua Hopkins, Daniel Rayborn, John Ball, Bo Tang, Maxwell Young

Proceedings Volume 11394, 113940J (2020) https://doi.org/10.1117/12.2557933

KEYWORDS: Receivers, Network architectures, Error analysis, Neurons, Neural networks, Data communications, Convolution, Modulation, Computer programming

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Proceedings Article | 22 April 2020 Presentation + Paper

Towards simulating multipath interference at detectors: a tool for validating location fingerprinting methods

Daniel Rayborn, Logan Smith, Surya Kodipaka, Nicholas Smith, Bo Tang, John Ball, Maxwell Young

Proceedings Volume 11423, 114230W (2020) https://doi.org/10.1117/12.2558793

KEYWORDS: Sensors, Ray tracing, Transceivers, Computer simulations, Detection and tracking algorithms, Signal detection, 3D modeling, Signal attenuation, Neural networks, Receivers

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