Title :
A characterization of tight and dual generalized translation invariant frames
Author :
Jakobsen, Mads Sielemann ; Lemvig, Jakob
Author_Institution :
Dept. of Appl. Math. & Comput. Sci., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
We present results concerning generalized translation invariant (GTI) systems on a second countable locally compact abelian group G. These are systems with a family of generators {gj, P}jεJ, pεPJ ⊂ L2(G), where J is a countable index set, and Pj, j ε J are certain measure spaces. Furthermore, for each j we let Γj, be a closed subgroup of G such that G/Γj is compact. A GTI system is then the collection of functions UjεJ{gj, p(· - γ}γεΓj, pεPj. Many well known systems, such as wavelet, shearlet and Gabor systems, both the discrete and continuous types, are GTI systems. We characterize when such systems form tight frames, and when two GTI Bessel systems form dual frames for L2(G). In particular, this offers a unified approach to the theory of discrete and continuous frames and, e.g., yields well known results for discrete and continuous Gabor and wavelet systems.
Keywords :
Bessel functions; Gabor filters; wavelet transforms; GTI Bessel systems; GTI systems; Gabor systems; closed subgroup; continuous frames; countable index set; discrete frames; generalized translation invariant systems; second countable locally compact abelian group; shearlet systems; tight frames; wavelet systems; Continuous wavelet transforms; Discrete wavelet transforms; Extraterrestrial measurements; Fourier transforms; Hilbert space; Indexes; Zinc;
Conference_Titel :
Sampling Theory and Applications (SampTA), 2015 International Conference on
Conference_Location :
Washington, DC
DOI :
10.1109/SAMPTA.2015.7148858