Title :
Construction of Quasi Interval Wavelet Based on Constrained Variational Principle
Author :
Ma, Qin ; Mei, Shu-Li ; Zhu, De-Hai
Author_Institution :
Coll. of Inf. & Electr. Eng., China Agric. Univ., Beijing, China
Abstract :
A construction method of the interval wavelet is proposed based on constrained variational principle, and a quasi-Shannon interval wavelet is constructed by this method. The linear, the conic, the quartic and the sine function are approximated using quasi interval wavelet, the affection of width parameter r and the number of external collocation points L on the computation precision is discussed, and the appropriate value domains of the parameters are given out. The numerical result shows that quasi-Shannon interval wavelet is better than quasiShannon wavelet in numeric methods.
Keywords :
function approximation; information theory; signal processing; variational techniques; wavelet transforms; appropriate value domain; computation precision; conic function approximation; constrained variational principle; construction method; external collocation point; linear function approximation; quartic function approximation; quasiShannon interval wavelet; signal processing; sine function approximation; width parameter; Discrete wavelet transforms; Educational institutions; Gaussian processes; Interpolation; Numerical analysis; Pattern recognition; Signal processing; Smoothing methods; Wavelet analysis; Wavelet domain;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5304615