A class of reproducing systems generated by a finite family in $$L^2({\mathbb {R}}_+)$$
Bulletin of the Malaysian Mathematical Sciences Society(2023)
摘要
Reproducing systems in
$$L^2({\mathbb {R}})$$
such as wavelet and Gabor dual frames have been extensively studied, but reducing systems in
$$L^2({\mathbb {R}}_+)$$
with
$${{\mathbb {R}}_+}=(0,\,\infty )$$
have not. In practice,
$$L^2({\mathbb {R}}_+)$$
models the causal space since the time variable cannot be negative. Due to
$${\mathbb {R}}_+$$
not being a group under addition,
$$L^2({\mathbb {R}}_+)$$
admits no nontrivial shift invariant system and thus admits no traditional wavelet or Gabor analysis. However,
$$L^2({\mathbb {R}}_+)$$
admits nontrivial dilation systems due to
$${\mathbb {R}}_+$$
being a group under multiplication. This paper addresses the frame theory of a class of dilation-and-modulation (
$${\mathcal{M}\mathcal{D}}$$
) systems generated by a finite family in
$$L^2({\mathbb {R}}_+)$$
. We obtain a parametric expression of
$${\mathcal{M}\mathcal{D}}$$
-frames, and a density theorem for such
$${\mathcal{M}\mathcal{D}}$$
-systems which is parallel to that of traditional Gabor systems in
$$L^2({\mathbb {R}})$$
. It is well known that an arbitrary Gabor frame must admit dual frames with the same structure. Interestingly, it is not the case for
$${\mathcal{M}\mathcal{D}}$$
-frames. We prove that an
$${\mathcal{M}\mathcal{D}}$$
-frame admits
$${\mathcal{M}\mathcal{D}}$$
-dual frames if and only if
$$\log _ba$$
is an integer, where a and b are dilation and modulation parameters, respectively. And in this case, we characterize and express all
$${\mathcal{M}\mathcal{D}}$$
-dual generators for an arbitrarily given
$${\mathcal{M}\mathcal{D}}$$
-frame. Some examples are also provided.
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关键词
Frame,Riesz basis,-frame,-dual frame,42C15,42C40
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