Compactly supported tight frames associated with refinable functions

被引:186
作者
Chui, CK [1 ]
He, WJ
机构
[1] Univ Missouri, Dept Math & Comp Sci, St Louis, MO 63121 USA
[2] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
关键词
D O I
10.1006/acha.2000.0301
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
It is well known that in applied and computational mathematics, cardinal B-splines play an important role in geometric modeling (in computer-aided geometric design), statistical data representation (or modeling), solution of differential equations (in numerical analysis), and so forth. More recently, in the development of wavelet analysis, cardinal B-splines also serve as a canonical example of scaling functions that generate multiresolution analyses of L-2(-infinity, infinity). However, although cardinal B-splines have compact support, their corresponding orthonormal wavelets (of Battle and Lemarie) have infinite duration. To preserve such properties as self-duality while requiring compact support, the notion of tight frames is probably the only replacement of that of orthonormal wavelets. In this paper, we study compactly supported tight frames Psi = {psi(1),..., psi(N)} for L-2(-infinity, infinity) that correspond to some refinable functions with compact support, give a precise existence criterion of Psi in terms of an inequality condition on the Laurent polynomial symbols of the refinable functions, show that this condition is not always satisfied (implying the nonexistence of tight frames via the matrix extension approach), and give a constructive proof that when Psi does exist, two functions with compact support are sufficient to constitute Psi, while three guarantee symmetry/anti-symmetry, when the given refinable function is symmetric. (C) 2000 Academic Press.
引用
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页码:293 / 319
页数:27
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