Title :
Radial atomic functions in digital signal processing
Author :
Kravchenko, Victor F. ; Churikov, Dmitry V.
Author_Institution :
Kotelnikov Inst. of Radio Eng. & Electron., RAS, Russia
Abstract :
The new class of radial basis functions on the basis of the theory of the atomic functions (AF) [1-9] is consider. As it known [2-5, 7-9] that AF are the solutions of functional differential equations with shifted argument with compact support. The important thing is their smoothness and high speed of convergence of their basis. On their basis radial Kravchenko wavelet are constructed. Examples of filtering and wavelet-analysis of the radial signals are presented.
Keywords :
differential equations; filtering theory; functional equations; radial basis function networks; wavelet transforms; digital signal processing; functional differential equation; radial Kravchenko wavelet analysis; radial atomic function; radial basis function; radial signal; Wavelet analysis;
Conference_Titel :
Days on Diffraction (DD), 2010
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0244-0
Electronic_ISBN :
978-5-9651-0529-8