DocumentCode :
1382517
Title :
Pseudo affine Wigner distributions: definition and kernel formulation
Author :
Gonçalvés, Paulo ; Baraniuk, Richard G.
Author_Institution :
Inst. Nat. de Recherche en Inf. et Autom., Le Chesnay, France
Volume :
46
Issue :
6
fYear :
1998
fDate :
6/1/1998 12:00:00 AM
Firstpage :
1505
Lastpage :
1516
Abstract :
We introduce a new set of tools for time-varying spectral analysis: the pseudo affine Wigner distributions. Based on the affine Wigner distributions of J. and P. Bertrand (1992), these new time-scale distributions support efficient online operation at the same computational cost as the continuous wavelet transform. Moreover, they take advantage of the proportional bandwidth smoothing inherent in the sliding structure of their implementation to suppress cumbersome interference components. To formalize their place within the echelon of the affine class of time-scale distributions (TSDs), we introduce and study an alternative set of generators for this class
Keywords :
Wigner distribution; interference suppression; signal representation; spectral analysis; time-frequency analysis; affine Wigner distributions; computational cost; continuous wavelet transform; interference supression; kernel formulation; online operation; proportional bandwidth smoothing; pseudo affine Wigner distributions; sliding structure; spectral representations; time-frequency analysis; time-scale distributions; time-varying spectral analysis; Bandwidth; Computational efficiency; Continuous wavelet transforms; Frequency; Interference; Kernel; Signal analysis; Smoothing methods; Spectral analysis; Wavelet transforms;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.678464
Filename :
678464
Link To Document :
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