A unified characterization of reproducing systems generated by a finite family, II

By a “reproducing” method forH =L2(ℝn) we mean the use of two countable families {eα : α ∈A}, {fα : α ∈A}, inH, so that the first “analyzes” a function h ∈H by forming the inner products {: α ∈A} and the second “reconstructs” h from this information:h = Σα∈A :fα.A variety of such systems have been used successfully in both pure and applied mathematics. They have the following feature in common: they are generated by a single or a finite collection of functions by applying to the generators two countable families of operators that consist of two of the following three actions: dilations, modulations, and translations. The Gabor systems, for example, involve a countable collection of modulations and translations; the affine systems (that produce a variety of wavelets) involve translations and dilations.A considerable amount of research has been conducted in order to characterize those generators of such systems. In this article we establish a result that “unifies” all of these characterizations by means of a relatively simple system of equalities. Such unification has been presented in a work by one of the authors. One of the novelties here is the use of a different approach that provides us with a considerably more general class of such reproducing systems; for example, in the affine case, we need not to restrict the dilation matrices to ones that preserve the integer lattice and are expanding on ℝn. Another novelty is a detailed analysis, in the case of affine and quasi-affine systems, of the characterizing equations for different kinds of dilation matrices.

[1]  I. Daubechies,et al.  A simple Wilson orthonormal basis with exponential decay , 1991 .

[2]  C. Chui,et al.  Orthonormal wavelets and tight frames with arbitrary real dilations , 2000 .

[3]  A. Calogero A characterization of wavelets on general lattices , 2000 .

[4]  A. Janssen Duality and Biorthogonality for Weyl-Heisenberg Frames , 1994 .

[5]  Ajem Guido Janssen,et al.  Signal Analytic Proofs of Two Basic Results on Lattice Expansions , 1994 .

[6]  J. H. Williamson H. Helson, Lectures on Invariant Subspaces (Academic Press Inc., New York), $5.00. , 1968 .

[7]  D. Larson,et al.  Wandering Vectors for Unitary Systems and Orthogonal Wavelets , 1998 .

[8]  Edward Wilson,et al.  A characterization of the higher dimensional groups associated with continuous wavelets , 2002 .

[9]  Marcin Bownik On characterizations of multiwavelets in ²(ℝⁿ) , 2001 .

[10]  Demetrio Labate,et al.  A unified characterization of reproducing systems generated by a finite family , 2002 .

[11]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[12]  Darrin Speegle,et al.  The Wavelet Dimension Function for Real Dilations and Dilations Admitting non-MSF Wavelets , 2002 .

[13]  Wojciech Czaja Characterizations of Gabor systems via the Fourier transform , 2000 .

[14]  I. Daubechies,et al.  Gabor Time-Frequency Lattices and the Wexler-Raz Identity , 1994 .

[15]  Guido Weiss,et al.  The Mathematical Theory of Wavelets , 2001 .

[16]  C. Chui,et al.  Characterization of General Tight Wavelet Frames with Matrix Dilations and Tightness Preserving Oversampling , 2002 .

[17]  Christopher Heil,et al.  Continuous and Discrete Wavelet Transforms , 1989, SIAM Rev..

[18]  A. Ron,et al.  Affine systems inL2 (ℝd) II: Dual systems , 1997 .

[19]  Marcin Bownik The Structure of Shift-Invariant Subspaces of L2(Rn)☆ , 2000 .

[20]  M. Rieffel Von Neumann algebras associated with pairs of lattices in Lie groups , 1981 .

[21]  Paolo M. Soardi,et al.  Single wavelets in n-dimensions , 1998 .

[22]  G. Weiss,et al.  A characterization of functions that generate wavelet and related expansion , 1997 .

[23]  Jason Wexler,et al.  Discrete Gabor expansions , 1990, Signal Process..

[24]  Marcin Bownik LETTER TO THE EDITOR A Characterization of Affine Dual Frames in L 2 .R n , 2000 .

[25]  B. Han On Dual Wavelet Tight Frames , 1997 .

[26]  A. Ron,et al.  Frames and Stable Bases for Shift-Invariant Subspaces of L2(ℝd) , 1995, Canadian Journal of Mathematics.

[27]  Richard S. Laugesen,et al.  Completeness of Orthonormal Wavelet Systems for Arbitrary Real Dilations , 2001 .

[28]  R. DeVore,et al.  The Structure of Finitely Generated Shift-Invariant Spaces in , 1992 .

[29]  A. Janssen The duality condition for Weyl-Heisenberg frames , 1998 .

[30]  Luca Capogna,et al.  Boundary behavior of nonnegative solutions of subelliptic equations in NTA domains for carnot-carathéodory metrics , 1998 .

[31]  Pierre Gilles Lemarié-Rieusset Projecteurs invariants, matrices de dilatation, ondelettes et analyses multi-résolutions , 1994 .

[32]  Andrew Haas,et al.  Self-Similar Lattice Tilings , 1994 .

[33]  R. Duffin,et al.  A class of nonharmonic Fourier series , 1952 .

[34]  A. Ron,et al.  Weyl-Heisenberg Frames and Riesz Bases in L2(Rd). , 1994 .

[35]  Charles K. Chui,et al.  Affine frames, quasi-affine frames, and their duals , 1998, Adv. Comput. Math..

[36]  G. Weiss,et al.  A First Course on Wavelets , 1996 .

[37]  Gustaf Gripenberg,et al.  A necessary and sufficient condition for the existence of a father wavelet , 1995 .

[38]  Richard S. Laugesen,et al.  Translational averaging for completeness, characterization and oversampling of wavelets , 2002 .

[39]  A. Ron,et al.  Weyl-Heisenberg frames and Riesz bases in $L_2(\mathbb{R}^d)$ , 1997 .

[40]  Samuel Zaidman,et al.  Almost-periodic functions in abstract spaces , 1985 .

[41]  Harald Bohr,et al.  Zur Theorie der fastperiodischen Funktionen , 1926 .

[42]  S. Bochner,et al.  Beiträge zur Theorie der fastperiodischen Funktionen , 1927 .

[43]  G. Weiss,et al.  Band-limited wavelets , 1993 .

[44]  H. Landau On the density of phase-space expansions , 1993, IEEE Trans. Inf. Theory.

[45]  Ziemowit Rzeszotnik Calderon's condition and wavelets , 2001 .

[46]  A. Ron,et al.  Affine Systems inL2(Rd): The Analysis of the Analysis Operator , 1997 .