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POSPÍŠIL, M. MARŠÁLEK, R. GÖTTHANS, T.
Originální název
Wireless device classification through transmitter imperfections — Evaluation of performance degradation due to the chip heating
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
The wireless devices classification based on the transmitter imperfections is one of the promising ways to provide additional security to future wireless communication networks. Although several aspects, both theoretical and practical, have been studied recently, there are no studies investigating the degradation of such authentication due to the environmental changes, such as the device temperature. We present the initial results of measurements of Fclassification method based on the Gaussian mixture model classifier under the influence of temperature variations. With the use of the widely used USRP devices, we also try to estimate which of the RF impairments is sensitive to such changes.
Klíčová slova
RF imperfections; physical layer security; IQ imbalances; USRP
Autoři
POSPÍŠIL, M.; MARŠÁLEK, R.; GÖTTHANS, T.
Vydáno
15. 1. 2017
ISBN
978-1-5090-3446-8
Kniha
Proceedings of IEEE Radio and Wireless Symposium (RWS), 2017
Strany od
169
Strany do
172
Strany počet
4
BibTex
@inproceedings{BUT141203, author="Martin {Pospíšil} and Roman {Maršálek} and Tomáš {Götthans}", title="Wireless device classification through transmitter imperfections — Evaluation of performance degradation due to the chip heating", booktitle="Proceedings of IEEE Radio and Wireless Symposium (RWS), 2017", year="2017", pages="169--172", doi="10.1109/RWS.2017.7885978", isbn="978-1-5090-3446-8" }