Paper Info
Title
Theoretical performance analysis of radio frequency fingerprinting under receiver distortions
Abstract
Radio frequency fingerprinting RFF is used to uniquely identify individual emitters by exploiting the radio frequency characteristics, which are originated from transmitter imperfections. The theoretical performance is analyzed to evaluate the feasibility of RFF with channel noise and receiver imperfections. The distortions from oscillators and analog-to-digital converter ADC are considered, and a RFF signal model describing the discrepancies of transmitter imperfections, channel noise, and receiver distortions are constructed. A likelihood ratio test algorithm for RFF is proposed to analyze the theoretical performance. The upper and lower bound of theoretic performance is derived through the analysis of the likelihood ratio test statistic, which enlightens how to design a "just enough" receiver to meet the demands of RFF. The simulation results are in agreement with the theoretical evaluation. Copyright © 2013 John Wiley & Sons, Ltd.
Year
DOI
Venue
2015
10.1002/wcm.2386
Wireless Communications & Mobile Computing
Keywords
Field
DocType
radio frequency fingerprinting,receiver distortions,phase noise,theoretical performance analysis
Transmitter,Oscillation,Telecommunications,Likelihood-ratio test,Statistic,Upper and lower bounds,Computer science,Phase noise,Communication channel,Radio frequency,Electronic engineering,Distributed computing
Journal
Volume
Issue
ISSN
15
5
1530-8669
Citations 
PageRank 
References 
0
0.34
0
Authors
2
Name
Order
Citations
PageRank
Yuanling Huang150.85
Hui Zheng27315.94