Wavelets and Their Applications pp 313-324 | Cite as
Time-frequency localization operators of Cohen’s class
Abstract
A technique of producing signals whose energy is concentrated in a given region of the time-frequency plane is examined. The degree to which a particular signal is concentrated is measured by integrating a time-frequency distribution over the given region. This procedure was put forward by Flandrin, and has been used for time-varying filtering in the recent work of Hlawatsch, Kozek, and Krattenthaler. In this paper, the operators associated with the Wigner distribution and the spectrogram are considered. New results on the decay rate of the eigenvalues and the smoothness and decay of the eigenfunctions are presented.
Keywords
Localization Operator Wigner Distribution Hermite Function Weyl Correspondence Signal Energy ConcentrationPreview
Unable to display preview. Download preview PDF.
Bibliography
- [1]L. Cohen. Time-frequency distributions—a review. Proc. IEEE, 77:941–981, 1989.CrossRefGoogle Scholar
- [2]I. Daubechies. Time-frequency localization operators—a geometric phase space approach, I. IEEE Trans. Inf. Theory, 34:605–612, 1988.MathSciNetMATHCrossRefGoogle Scholar
- [3]I. Daubechies and T. Paul. Time-frequency localization operators-a geometric phase space approach, II. Inverse Problems, 4:661–680, 1988.MathSciNetMATHCrossRefGoogle Scholar
- [4]P. Flandrin. Maximal signal energy concentration in a time-frequency domain. Proc. ICASSP, pages 2176–2179, 1988.Google Scholar
- [5]G.B. Folland. Harmonic Analysis in Phase Space. Princeton University Press, Princeton, NJ, 1989.MATHGoogle Scholar
- [6]F. Hlawatsch and W. Kozek. Time-frequency analysis of linear signal subspaces. Proc. ICASSP, pages 2045–2048, 1991.Google Scholar
- [7]F. Hlawatsch, W. Kozek, and W. Krattenthaler. Time frequency sub-spaces and their application to time-varying filtering. Proc. ICASSP, pages 1609–1610, 1990.Google Scholar
- [8]A.J.E.M. Janssen. Positivity of weighted Wigner distributions. SIAM J. Math. Anal., 12:752–758, 1981.MathSciNetMATHCrossRefGoogle Scholar
- [9]A.J.E.M. Janssen. Positivity properties of phase-plane distribution functions. J. Math. Phys., 25:2240–2252, 1984.MathSciNetCrossRefGoogle Scholar
- [10]H.J. Landau and H.O. Pollack. Prolate spheroidal wavefunctions, Fourier analysis and uncertainty: II, III. Bell Syst Tech. J., 40, 41:43–64, 1295–1336, 1961, 1962.Google Scholar
- [11]J. Pool. Mathematical aspects of the Weyl correspondence. J. Math. Phys., 7:66–76, 1966.MathSciNetMATHCrossRefGoogle Scholar
- [12]J. Ramanathan and P. Topiwala. Time-frequency localization and the Gabor transform. Spectrogram. J. Appl. Comp. Harm. Anal. To appear.Google Scholar
- [13]J. Ramanathan and P. Topiwala. Time-frequency localization via the Weyl correspondence. SIAM J. Math. Anal., 24:1378–1393, 1993.MathSciNetMATHCrossRefGoogle Scholar
- [14]D. Slepian and H.O. Pollack. Prolate spheroidal wavefunctions, Fourier analysis and uncertainty: I. Bell Syst. Tech. J., 40:43–64, 1961.MATHGoogle Scholar