Title :
The use of wavelets to identify frequency hopped signals
Author :
Hippenstiel, Ralph ; Khalil, Nabil ; Fargues, Monique
Author_Institution :
Dept. of Electr. & Comput. Eng., Naval Postgraduate Sch., Monterey, CA, USA
Abstract :
Digital signal processing is used in the interception of digital communication signals. Due to the inherent security features, frequency hopped signals (FH) are widely used in both military and commercial communication applications. The interception of FH signals can be addressed in several ways. In this work we use the instantaneous correlation function (ICF) to represent non-stationary signals. We relate the wavelet transform of the ICF surface of a signal to its Wigner-Ville distribution (WVD). The signals can be observed in the scale surfaces of the wavelet domain. An energy analysis is applied to the surfaces (in the wavelet domain) to identify the scale of the FH signal and to estimate the hop frequency. The FH signals can also be identified by inspecting the pattern of the scales of a multiple-hop-observation interval. If all hop frequencies are within one wavelet scale, then the FH signal can be identified by a set of distinct hop frequencies.
Keywords :
Wigner distribution; correlation methods; frequency hop communication; military communication; signal representation; wavelet transforms; FH signals; Wigner-Ville distribution; commercial communications; digital communication signals; digital signal processing; energy analysis; frequency hopped signals identification; hop frequency estimation; instantaneous correlation function; military communications; multiple-hop-observation interval; nonstationary signal representation; scale surfaces; security; wavelet domain; wavelet transform; wavelets; Digital communication; Digital signal processing; Frequency estimation; Military communication; Security; Signal analysis; Signal processing; Surface waves; Wavelet domain; Wavelet transforms;
Conference_Titel :
Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-8316-3
DOI :
10.1109/ACSSC.1997.680583