Title :
Individual radio transmitter identification based on spurious modulation characteristics of signal envelop
Author :
Xu, Shuhua ; Xu, Lina ; Xu, Zhengguang ; Huang, Benxiong
Author_Institution :
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
This paper introduces a novel and efficient technique to identify individual radio transmitters with the same model and manufacturing lot. The spurious modulation characteristic of individual radio transmitted signal is used to reflect the unique stray features of individual transmitters, and fractal dimensions of individual signal envelop are utilized to extract the identification feature vector. The experiments on FM radio transmitters demonstrate that the suggested technique is more accurate than conventional methods such as high-order moments. Also, the new method is computationally efficient and robust in the presence of excessive noise.
Keywords :
modulation; radio transmitters; signal classification; FM radio transmitters; identification feature vector; individual radio transmitter identification; signal envelop; spurious modulation characteristics; Character recognition; Feature extraction; Fractals; Frequency estimation; Radio spectrum management; Radio transmitters; Signal analysis; Signal processing; Technology management; Virtual manufacturing;
Conference_Titel :
Military Communications Conference, 2008. MILCOM 2008. IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-2676-8
Electronic_ISBN :
978-1-4244-2677-5
DOI :
10.1109/MILCOM.2008.4753446