Pairs of Frequency-based Nonhomogeneous Dual Wavelet Frames in the Distribution Space

TL;DR

This paper introduces frequency-based nonhomogeneous dual wavelet frames in the distribution space, providing a new perspective on wavelet system properties, and extends the theory to nonstationary wavelets and filter banks with perfect reconstruction.

Contribution

It characterizes dual wavelet frames in the distribution space, separating perfect reconstruction from stability, and generalizes the oblique extension principle without prior conditions on wavelet functions.

Findings

Complete characterization of dual wavelet frames in distribution space

Extension of results to nonstationary wavelets with real dilation factors

Application to nonstationary wavelet filter banks with perfect reconstruction

Abstract

In this paper, we study nonhomogeneous wavelet systems which have close relations to the fast wavelet transform and homogeneous wavelet systems. We introduce and characterize a pair of frequency-based nonhomogeneous dual wavelet frames in the distribution space; the proposed notion enables us to completely separate the perfect reconstruction property of a wavelet system from its stability property in function spaces. The results in this paper lead to a natural explanation for the oblique extension principle, which has been widely used to construct dual wavelet frames from refinable functions, without any a priori condition on the generating wavelet functions and refinable functions. A nonhomogeneous wavelet system, which is not necessarily derived from refinable functions via a multiresolution analysis, not only has a natural multiresolution-like structure that is closely linked to the fast wavelet transform, but also plays a basic role in understanding many aspects of wavelet theory. To illustrate the flexibility and generality of the approach in this paper, we further extend our results to nonstationary wavelets with real dilation factors and to nonstationary wavelet filter banks having the perfect reconstruction property.