Title :
Modulation identification by the wavelet transform
Author :
Ho, K.C. ; Prokopiw, W. ; Chan, Y.T.
Author_Institution :
Dept. of Electr. & Comput. Eng., R. Mil. Coll. of Canada, Kingston, Ont., Canada
Abstract :
There is a need, for example in surveillance of the radio spectrum, to determine the modulation type of a received signal. By knowing the modulation type, one can demodulate the incoming signal for useful information. This paper proposes the use of wavelet transform for the identification problem. Application of wavelet transform on a digital modulation signal results in distinctive patterns for different types, which enables simple processing for identification. Three identifiers for classifying PSK and FSK, M-ary PSK, and M-ary FSK are considered and the relevant statistics for optimum decision making are included. Simulations are included for performance evaluation
Keywords :
demodulation; frequency shift keying; identification; phase shift keying; statistical analysis; wavelet transforms; FSK; M-ary FSK; M-ary PSK; PSK; demodulation; digital modulation signal; identification problem; modulation identification; modulation type; optimum decision making; performance evaluation; radio spectrum; received signal; signal processing; simulations; statistics; surveillance; useful information; wavelet transform; Continuous wavelet transforms; Decision making; Digital modulation; Frequency shift keying; Phase modulation; Phase shift keying; Signal processing; Statistics; Surveillance; Wavelet transforms;
Conference_Titel :
Military Communications Conference, 1995. MILCOM '95, Conference Record, IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-2489-7
DOI :
10.1109/MILCOM.1995.483654