Title
A New Filtering Technique For B-Spline Interpolation In Digital Signal Processing
Abstract
The problem of interpolation a set of data is an old one, but the demanding of flexibility and high speed in operating on-line and in real time processing need to find new methods and improve the old ones [1]. The main properties of B-spline functions offer the possibility to implement algorithms of interpolation in a faster and optimal manner. A function can he represented by B-spline functions with a set of coefficients. For signal reconstruction and interpolation it is necessary to calculate those coefficients. In this paper, for cubic spline interpolation it is analyzed a known algorithm and some of his deficiencies. Also there are relieved some possibilities for developing new algorithms that, could eliminate those problems. It is presented another way to determine the initial coefficients by using the polynomial representation on short intervals of the spline function and his derivatives. Based on this results are made several observations for further use in improving the algorithm.
Year
DOI
Venue
2015
10.1109/TSP.2015.7296385
2015 38TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP)
Keywords
Field
DocType
interpolation, B-spline functions
Nearest-neighbor interpolation,Mathematical optimization,Polynomial interpolation,Spline interpolation,Computer science,Interpolation,Stairstep interpolation,Monotone cubic interpolation,Linear interpolation,Bilinear interpolation
Conference
Citations 
PageRank 
References 
1
0.37
3
Authors
3
Name
Order
Citations
PageRank
Liliana Matiu-Iovan111.05
Flaviu-Mihai Frigura-Iliasa214.09
Sabin Somogyi310.37