Title :
New compactly supported scaling and wavelet functions derived from Gegenbauer polynomials
Author :
Soares, L.R. ; de Oliveira, H.M. ; Sobral Cintra, R.J.D.
Author_Institution :
Dept. of Electron. & Syst., Univ. Fed. de Pernambuco, Recife, Brazil
Abstract :
A new family of scaling and wavelet functions is introduced; it is derived from Gegenbauer polynomials. The link of ordinary 2nd order differential equations to multiresolution filters is employed to construct these new functions. These functions, termed as ultraspherical harmonic or Gegenbauer scaling and wavelet functions, possess compact support and generalized linear phase. This is an interesting property since, from the computational point of view, only half the number of filter coefficients is required to be computed. By using an alpha factor that is within the orthogonality range of such polynomials, scaling and wavelet functions are generated by frequency selective FIR filters. Potential applications of such wavelets include fault defection in transmission lines of power systems.
Keywords :
FIR filters; differential equations; filtering theory; polynomials; wavelet transforms; Gegenbauer polynomials; alpha factor; differential equations; filter coefficients; frequency selective FIR filters; generalized linear phase; multiresolution filters; orthogonality range; scaling functions; transmission line fault defection; ultraspherical harmonic functions; wavelet functions; Differential equations; Discrete wavelet transforms; Filter bank; Finite impulse response filter; Frequency response; Low pass filters; Multiresolution analysis; Polynomials; Power harmonic filters; Signal analysis;
Conference_Titel :
Electrical and Computer Engineering, 2004. Canadian Conference on
Print_ISBN :
0-7803-8253-6
DOI :
10.1109/CCECE.2004.1347717