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Time-frequency distributions-a review

Proceedings of the IEEE, 1989
A review and tutorial of the fundamental ideas and methods of joint time-frequency distributions is presented. The objective of the field is to describe how the spectral content of a signal changes in time and to develop the physical and mathematical ideas needed to understand what a time-varying spectrum is.
Leon Cohen
exaly   +2 more sources

A method for time-frequency analysis

IEEE Transactions on Signal Processing, 1994
A method for time-frequency signal analysis is presented. The proposed method belongs to the general class of smoothed pseudo Wigner distributions. It is derived from the analysis of the Wigner distribution defined in the frequency domain. This method provides some substantial advantages over the Wigner distribution.
Ljubisa Stanković
exaly   +2 more sources

Resolution in time-frequency

IEEE Transactions on Signal Processing, 1999
Summary: We introduce a new measure \(H_p\) related to the Heisenberg uncertainty principle. The measure predicts the compactness of discrete-time signal descriptions in the sample-frequency phase plane. We conjecture a lower limit on the compaction in the phase plane and show that discretized Gaussians may not provide the most compact basis.
Victor E. DeBrunner   +2 more
openaire   +2 more sources

Time-frequency MUSIC

IEEE Signal Processing Letters, 1999
A new method for the estimation of the signal subspace and noise subspace based on time-frequency signal representations is introduced. The proposed approach consists of the joint block-diagonalization (JBD) of a set of spatial time-frequency distribution matrices.
Adel Belouchrani, Moeness G. Amin
openaire   +1 more source

Time-frequency projection filters and time-frequency signal expansions

IEEE Transactions on Signal Processing, 1994
We consider the problems of designing a linear, time-varying filter with a specified "time-frequency (TF) pass region" and of constructing an orthonormal basis for the parsimonious expansion of signals located in a given TF support region. These problems of TF filtering and TF signal expansion are reduced to the problem of designing a "TF subspace", i ...
Franz Hlawatsch, Werner Kozek
openaire   +1 more source

Time–Frequency Regression

Journal of Econometric Methods, 2020
Abstract Wavelet analysis is widely used to trace macroeconomic and financial phenomena in time–frequency domains. However, existing wavelet measures diverge from conventional regression estimators. Furthermore, a direct comparison between wavelet and traditional regression analyses is difficult. In this study, we
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Time-Frequency Filtering Based on Model Fitting in the Time-Frequency Plane

IEEE Signal Processing Letters, 2019
The modulus of time-frequency representations, like the short-time Fourier or wavelet transforms, of a multicomponent signal exhibit ridges from which one usually computes estimations of the instantaneous frequencies of the modes making up the signal. But, due to the finite frequency resolution, the estimations thus obtained are piecewise constant. Our
Marcelo Alejandro Colominas   +2 more
openaire   +3 more sources

Consistent time-frequency representations

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)., 2004
The paper develops nonnegative, high-resolution time-frequency representations (TFRs) that correspond with intuitive notions of energy distribution. These so-called consistent TFRs require the desired representation to be consistent with a set of spectrogram-based energy measurements.
David S. Roberts, Douglas L. Jones
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The beginning of time-frequency analysis

The Journal of the Acoustical Society of America, 2022
The Reflections series takes a look back on historical articles from The Journal of the Acoustical Society of America that have had a significant impact on the science and practice of acoustics.
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