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The limits of refinable functions
Authors:Gilbert Strang  Ding-Xuan Zhou
Institution:Department of Mathematics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139 ; Department of Mathematics, City University of Hong Kong, Tat Chee Avenue, Kow- loon, Hong Kong, P. R. China
Abstract:

A function $\phi $ is refinable ( $\phi \in S$) if it is in the closed span of $\{\phi (2x-k)\}$. This set $S$ is not closed in $L_{2}(\mathbb{R})$, and we characterize its closure. A necessary and sufficient condition for a function to be refinable is presented without any information on the refinement mask. The Fourier transform of every $f\in \overline{S} \setminus S$ vanishes on a set of positive measure. As an example, we show that all functions with Fourier transform supported in $-{\frac{4}{3}}\pi , {\frac{4}{3}}\pi ]$ are the limits of refinable functions. The relation between a refinable function and its mask is studied, and nonuniqueness is proved. For inhomogeneous refinement equations we determine when a solution is refinable. This result is used to investigate refinable components of multiple refinable functions. Finally, we investigate fully refinable functions for which all translates (by any real number) are refinable.

Keywords:Refinable function  Fourier transform  band-limited function  refinement mask  inhomogeneous refinement equation  multiple refinable function  fully refinable function
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