Time-frequency analysis: theory and applications
Time-frequency analysis: theory and applications
SIAM Journal on Scientific Computing
Localization of the complex spectrum: the S transform
IEEE Transactions on Signal Processing
The chirplet transform: physical considerations
IEEE Transactions on Signal Processing
Time--frequency feature representation using energy concentration: An overview of recent advances
Digital Signal Processing
MACMESE'07 Proceedings of the 9th WSEAS international conference on Mathematical and computational methods in science and engineering
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The S-transform is a time-frequency representation whose analyzing function is the product of a fixed Fourier sinusoid with a scalable, translatable window. Thus the S-transform combines elements of wavelet transforms and windowed Fourier transforms. The S-transform can also be generalized to include windows that have frequency-dependent functional form, and frequency-dependent complex phase modulation, essentially giving phase-shifted wavelets which have no semblance at different scales. However, their frequency-dependent shapes can become so complicated that the resulting time-frequency S-spectra are impossible to interpret. In this paper, I define a subclass of complex-valued S-transform windows whose amplitude and phase modulations are connected to each other, making the resulting S-spectra easier to interpret.