Title :
Wireless device identification based on RF oscillator imperfections
Author :
Polak, Adam C. ; Goeckel, Dennis L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Massachusetts Amherst, Amherst, MA, USA
Abstract :
The exploitation of slight imperfections of transmitters´ hardware for identification of wireless devices has recently emerged as an effective method for security enhancement in wireless access networks. Previously, we introduced a model-based approach for device identification based on the imperfections of two main wireless transmitter components: the digital-to-analog converter and the power amplifier. Here, motivated by applications with transmit power control mechanisms, we analyze the degree to which a device can be identified from the unique, power mode independent characteristics of a third main component: the RF oscillator. The model-based device identification method introduced here allows for effective device identification even from short time records at relatively low signal-to-noise ratios when exploiting imperfections of commercially used RF oscillators.
Keywords :
digital-analogue conversion; power amplifiers; power control; radio access networks; radio transmitters; radiofrequency oscillators; RF oscillator imperfections; digital-to-analog converter; power amplifier; power control; security enhancement; short time records; signal-to-noise ratios; transmitters hardware; wireless access networks; wireless device identification; wireless transmitter components; Communication system security; Correlation; Phase locked loops; Phase noise; Radio frequency; Wireless communication; RF oscillators; process variations; radiometric identification; wireless security;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854086