SHEAR MADNESS - NEW ORTHONORMAL BASES AND FRAMES USING CHIRP FUNCTIONS

The proportional-bandwidth and constant-bandwidth time-frequency signa l decompositions of the wavelet, Gabor, and Wilson orthonormal bases h ave attracted substantial interest for representing nonstationary sign als. However, these representations are limited in that they are based on rectangular tessellations of the time-frequency plane. While much effort has gone into methods for designing nice wavelet and window fun ctions for these frameworks, little consideration has been given to me thods for Constructing orthonormal bases employing nonrectangular time -frequency tilings. In this note, we take a first step in this directi on by deriving two new families of orthonormal bases and frames employ ing elements that shear; or chirp, in the time-frequency plane, in add ition to translate and scale. The new scale-shear fan bases and shift- shear chevron bases are obtained hy operating on an existing wavelet, Gabor, or Wilson basis set with two special unitary warping transforma tions. In addition to the theoretical benefit of broadening the class of valid time-frequency plane tilings, these new bases could possibly also be useful for representing certain types of signals, such as chir ping and dispersed signals.