Title :
Feature extraction of intra-pulse modulated signals using time-frequency analysis
Author :
Moraitakis, Ioannis ; Fargues, Monique P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Naval Postgraduate Sch., Monterey, CA, USA
Abstract :
Time-frequency/wavelet decompositions and pattern recognition schemes are used to extract the parameters of linear and hyperbolic chirps. The study first compares the robustness to additive noise distortions of eleven different transformations applied in connection with the Radon transform to estimate linear chirp parameters. Second, it proposes an iterative scheme to estimate hyperbolic chirp parameters from the time-frequency image
Keywords :
Radon transforms; chirp modulation; feature extraction; image representation; iterative methods; noise; pattern recognition; pulse modulation; radar imaging; time-frequency analysis; wavelet transforms; CW radar signals; Radon transform; additive noise distortion; feature extraction; hyperbolic chirp; hyperbolic chirp parameters; intra-pulse modulated signals; iterative scheme; linear chirp parameters estimation; pattern recognition; pulse-compression radar signals; time-frequency analysis; time-frequency image; time-frequency representations; time-frequency/wavelet decompositions; transformations; Chirp modulation; Feature extraction; Noise robustness; Parameter estimation; Pattern recognition; Pulse modulation; Radar applications; Radar imaging; Time frequency analysis; Wavelet analysis;
Conference_Titel :
MILCOM 2000. 21st Century Military Communications Conference Proceedings
Conference_Location :
Los Angeles, CA
Print_ISBN :
0-7803-6521-6
DOI :
10.1109/MILCOM.2000.904028