DocumentCode :
1392469
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
Volume :
57
Issue :
7
fYear :
2010
fDate :
7/1/2010 12:00:00 AM
Firstpage :
1708
Lastpage :
1718
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;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2009.2034808
Filename :
5395598
Link To Document :
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