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Filtering by: Creator Zhang, Zhi Committee Member Chen, Lizhong Resource Type Masters Thesis

Leveraging Multiple Transmissions and Receptions for Channel-Agnostic Wireless Device Identification

Creator:

Basha, Nora

Abstract:

Enabling accurate and automated identification of wireless devices is critical for ensuring secure and authenticated data communication in large-scale networks such as IoT networks. In the aim of devising practical identification techniques that are immune to spoofing, hardware-driven RF fingerprinting using deep neural networks, which leverages the inevitable presence of...

Resource Type:

Masters Thesis
Leveraging Compressive Sampling and Machine Learning for Adaptive and Cooperative Wideband Spectrum Sensing

Creator:

Zaid, Adem

Abstract:

This thesis proposes a novel technique that exploits spectrum occupancy behaviors inherent to wideband spectrum access to enable efficient cooperative spectrum sensing. The proposed technique reduces the number of required sensing measurements while accurately recovering spectrum occupancy information. It does so by leveraging compressive sampling theory to exploit the block-like...

Resource Type:

Masters Thesis

Full Text:

. IEEE, 2017. [27] Khaled Ben Letaief and Wei Zhang. Cooperative communications for cognitive radio