Title :
Hybrid linear/bilinear time-scale analysis
Author :
Pasquier, Martin ; Gonçalvès, Paulo ; Baraniuk, Richard
Author_Institution :
Groupe ALTRAN, Soc. SEGIME, Paris, France
fDate :
1/1/1999 12:00:00 AM
Abstract :
The introduce a new method for the time-scale analysis of nonstationary signals. Our work leverages the success of the “time-frequency distribution series/cross-term deleted representations” into the time-scale domain to match wideband signals that are better modeled in terms of time shifts and scale changes than in terms of time and frequency shifts. Using a wavelet decomposition and the Bertrand time-scale distribution, we locally balance linearity and bilinearity in order to provide good resolution while suppressing troublesome interference components. The theory of frames provides a unifying perspective for cross-term deleted representations in general
Keywords :
interference suppression; signal representation; signal resolution; time-frequency analysis; wavelet transforms; Bertrand time-scale distribution; cross-term deleted representations; frames; hybrid linear/bilinear time-scale analysis; interference suppression; linearity; nonstationary signals; resolution; scale changes; time shifts; time-frequency distribution series; wavelet decomposition; wideband signals; Discrete transforms; Interference suppression; Linearity; Narrowband; Radar; Signal analysis; Signal resolution; Sonar; Time frequency analysis; Wideband;
Journal_Title :
Signal Processing, IEEE Transactions on