Coorbit spaces and wavelet coefficient decay over general dilation groups

TL;DR

This paper investigates coorbit spaces linked to matrix dilation groups, establishing atomic decompositions, decay estimates, and criteria for membership, with applications to shearlet groups and wavelet analysis.

Contribution

It introduces a new condition on dual orbits to predict wavelet coefficient decay from vanishing moments, extending coorbit space theory to general dilation groups.

Findings

Coorbit spaces admit atomic decompositions with Schwartz wavelets.

A new condition on dual orbits enables decay estimates from vanishing moments.

Results apply to shearlet groups, generalizing existing wavelet analysis theories.

Abstract

We study continuous wavelet transforms associated to matrix dilation groups giving rise to an irreducible square-integrable quasi-regular representation on ${\rm L}^2(\mathbb{R}^d)$. We first prove that these representations are integrable as well, with respect to a wide variety of weights, thus allowing to consistently quantify coefficient decay via coorbit space norms. We then show that these spaces always admit an atomic decomposition in terms of bandlimited Schwartz wavelets. We exhibit spaces of Schwartz functions densely contained in (most of) the coorbit spaces. We also present an example showing that for a consistent definition of coorbit spaces, the irreducibility requirement cannot be easily dispensed with. We then address the question how to predict wavelet coefficient decay from vanishing moment assumptions. To this end, we introduce a new condition on the open dual orbit associated to a dilation group: If the orbit is temperately embedded, it is possible to derive rather general weighted ${\rm L}^{p,q}$-estimates for the wavelet coefficients from vanishing moment conditions on the wavelet and the analyzed function. These estimates have various applications: They provide very explicit admissibility conditions for wavelets and integrable vectors, as well as sufficient criteria for membership in coorbit spaces. As a further consequence, one obtains a transparent way of identifying elements of coorbit spaces with certain (cosets of) tempered distributions. We then show that, for every dilation group in dimension two, the associated dual orbit is temperately embedded. In particular, the general results derived in this paper apply to the shearlet group and its associated family of coorbit spaces, where they complement and generalize the known results.