Title :
Algebraic design of discrete multiwavelet transforms
Author :
Rieder, Peter ; Gotze, Jürgen ; Nossek, Josef A.
Author_Institution :
Inst. of Network Theory & Circuit Design, Tech. Univ. Munchen, Germany
Abstract :
An algebraic approach to the design of different kinds of discrete wavelet transforms (orthogonal and biorthogonal single-/multiwavelet transforms, multiwavelet-like transforms) is taken. The different transforms are analysed with respect to computational efforts, approximation properties and symmetry. The design of the orthogonal and biorthogonal single-/multiwavelets requires the solution of a system of linear and nonlinear equations. Only the biorthogonal case enables symmetric coefficients. The basis matrix of the multiwavelet-like transform is easy to compute, orthogonal and ultimately symmetric. Modifications of this multiwavelet-like transform are given with respect to practical applications
Keywords :
matrix algebra; nonlinear equations; signal processing; transforms; wavelet transforms; algebraic design; approximation properties; basis matrix; biorthogonal transforms; computational efforts; discrete multiwavelet transforms; linear equations; linear matrix operations; multiwavelet-like transform; nonlinear equations; orthogonal transforms; signal processing; symmetric coefficients; symmetry; Circuit synthesis; Discrete transforms; Discrete wavelet transforms; Filters; Integral equations; Matrix decomposition; Nonlinear equations; Symmetric matrices; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.390101