Title :
Wavelet coefficients, quadrature mirror filters and the group SO(4)
Author :
Howard, Stephen D. ; Sirianunpiboon, Songsri
Author_Institution :
Div. of Electron. Warfare, Defence Sci. & Technol. Organ., Salisbury, SA, Australia
Abstract :
Let c=(cj)j∈ Z∈l2 and u(ξ) be its Fourier series. We consider the local or gauge group of linear transformations preserving the combined energy spectral density at angular frequencies offset by π, |u(ξ)|2+|u(ξ+π)|2, separately at each ξ∈[0,π]. This gauge transformation group consists of the mappings from [0,π]→SO(4), the group of 4-dimensional rotations. It is shown that the usual decomposition of a discrete sequence into scale and wavelet coefficients is a consequence of the local decomposition of the 4-dimensional (vector) represention of the group SO(4) as a tensor product of the half-spin representations of its associated spin group, Spin(4)
Keywords :
Fourier series; SO(4) groups; group theory; quadrature mirror filters; signal resolution; spectral analysis; wavelet transforms; 4-dimensional rotations; Fourier series; angular frequencies; combined energy spectral density; decomposition; discrete sequence; gauge group; gauge transformation group; group SO(4); half-spin representations; linear transformations; local group; mappings; quadrature mirror filters; represention; scale coefficients; spin group; tensor product; wavelet coefficients; Australia; Electronic warfare; Equations; Finite impulse response filter; Fourier series; Frequency; Mirrors; Multiresolution analysis; Tensile stress; Wavelet coefficients;
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1996., Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Paris
Print_ISBN :
0-7803-3512-0
DOI :
10.1109/TFSA.1996.546682