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Gabor windows supported on $[-1,1]$ and construction of compactly supported dual windows with optimal frequency localization

Published 12 Feb 2019 in math.FA | (1902.04537v1)

Abstract: We consider Gabor frames ${e{2\pi i bm \cdot} g(\cdot-ak)}{m,k \in \mathbb{Z}}$ with translation parameter $a=L/2$, modulation parameter $b \in (0,2/L)$ and a window function $g \in Cn(\mathbb{R})$ supported on $[x_0,x_0+L]$ and non-zero on $(x_0,x_0+L)$ for $L>0$ and $x_0\in \mathbb{R}$. The set of all dual windows $h \in L2(\mathbb{R})$ with sufficiently small support is parametrized by $1$-periodic measurable functions $z$. Each dual window $h$ is given explicitly in terms of the function $z$ in such a way that desirable properties (e.g., symmetry, boundedness and smoothness) of $h$ are directly linked to $z$. We derive easily verifiable conditions on the function $z$ that guarantee, in fact, characterize, compactly supported dual windows $h$ with the same smoothness, i.e., $h \in Cn(\mathbb{R})$. The construction of dual windows is valid for all values of the smoothness index $n \in \mathbb{Z}{\ge 0} \cup {\infty}$ and for all values of the modulation parameter $b<2/L$; since $a=L/2$, this allows for arbitrarily small redundancy $(ab){-1}>1$. We show that the smoothness of $h$ is optimal, i.e., if $g \notin C{n+1}(\mathbb{R})$ then, in general, a dual window $h$ in $C{n+1}(\mathbb{R})$ does not exist.

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