Wigner-Based Formulation of the Chirplet Transform
Baraniuk, Richard G.
Jones, Douglas L.
Using the Wigner distribution, we derive and analyze a matrix formulation for the chirplet transform, a signal analysis tool that generalizes the wavelet and short-time Fourier transforms. The formulation expresses the translations, scalings, and shears of the chirplet transform in terms of affine matrix transformations on the time-frequency plane. Our approach leads naturally to several new signal transforms, which we derive, analyze, and extend.
time frequency; Wavelet based Signal/Image Processing; Time Frequency and Spectral Analysis; time frequency