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Article
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Proceedings of the American Mathematical Society
Article . 1991 . Peer-reviewed
Data sources: Crossref
Proceedings of the American Mathematical Society
Article . 1991 . Peer-reviewed
Data sources: Crossref
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A Cardinal Spline Approach to Wavelets

A cardinal spline approach to wavelets
Authors: Chui, Charles K.; Wang, Jian-Zhong;

A Cardinal Spline Approach to Wavelets

Abstract

Summary: While it is well known that the \(m\)-th order \(B\)-spline \(N_ m(x)\) with integer knots generates a multiresolution analysis, \(\cdots\subset V_{- 1}\subset V_ 0\subset\cdots\), with the \(m\)th order of approximation, we prove that \(\psi(x):=L^{(m)}_{2m}(2x-1)\), where \(L_{2m}(x)\) denotes the \((2m)\)th order fundamental cardinal interpolatory spline, generates the orthogonal complementary wavelet spaces \(W_ k\). Note that for \(m=1\), when the \(B\)-spline \(N_ 1(x)\) is the characteristic function of the unit interval \([0,1)\), our basic wavelet \(L_ 2'(2x-1)\) is simply the well-known Haar wavelet. In proving that \(V_{k+1}=V_ k\oplus W_ k\), we give the exact formulation of \(N_ m(2x-j)\), \(j\in\mathbb{Z}\), in terms of integer translates of \(N_ m(x)\) and \(\psi(x)\). This allows us to derive a wavelet decomposition algorithm without relying on orthogonality nor construction of a dual basis.

Keywords

cardinal interpolatory spline, Spline approximation, wavelet spaces, \(B\)-spline, Orthogonal functions and polynomials, general theory of nontrigonometric harmonic analysis, Interpolation in approximation theory, Approximation by other special function classes

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
116
Top 10%
Top 1%
Top 10%
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