Title :
Design of Fractional Order Digital Differentiator Using Radial Basis Function
Author :
Tseng, Chien-Cheng ; Lee, Su-Ling
Author_Institution :
Dept. of Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Technol., Kaohsiung, Taiwan
fDate :
7/1/2010 12:00:00 AM
Abstract :
In this paper, the design of fractional order digital differentiator is investigated. First, the radial basis function interpolation method is described. Then, the non-integer delay sample estimation of discrete-time sequence is derived by using the radial basis function interpolation approach. Next, the Grünwald-Letnikov derivative and non-integer delay sample estimation are applied to obtain the transfer function of fractional order digital differentiator. Finally, the applications in digital image sharpening and parameter estimation of fractional noise process are studied to demonstrate the usefulness of this new design approach.
Keywords :
differentiation; image processing; interpolation; transfer functions; Grunwald-Letnikov derivative; digital image sharpening; discrete-time sequence; fractional noise process; fractional order digital differentiator; noninteger delay sample estimation; parameter estimation; radial basis function interpolation; transfer function; Digital differentiator; fractional derivative; image sharpening; non-integer delay; radial basis function;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2009.2034808