Improvements on Transient Signal Detection for RF Fingerprinting
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Date
2017
Authors
Uzundurukan, Emre
Kara, Ali
Kara, Ali
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Ieee
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Abstract
The detection of the transient signal plays a significant role in RF fingerprinting for transmitter devices. This paper proposes modifications on two transient signal detection methods, namely, Bayesian change point detection and phase based detection. For initial tests, Bluetooth signals captured in the laboratory are used for performance analysis of the proposed methods. Preliminary results show that the proposed methods can be used in RF fingerprinting of wireless devices.
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Keywords
Wireless networks, Bluetooth signals, RF Fingerprinting, Transient signal detection
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Source
25th Signal Processing and Communications Applications Conference (SIU) -- MAY 15-18, 2017 -- Antalya, TURKEY