Title :
Oversampled Wilson expansions
Author :
Bolcskei, Helmut ; Grochenig, Karlheinz ; Hlawatsch, Franz ; Feichtinger, Hans G.
Author_Institution :
Wien Univ., Austria
fDate :
4/1/1997 12:00:00 AM
Abstract :
Orthonormal Wilson bases with good time-frequency localization have been constructed by Daubechies, Jaffard, and Journe (1991). We extend this construction to Wilson sets and frames with arbitrary oversampling (or redundancy). We state conditions under which dual Weyl-Heisenberg (WH) sets induce dual Wilson sets, and we formulate duality conditions in the time domain and frequency domain. We show that the dual frame of a Wilson frame has again a Wilson structure, and that it is generated by the dual frame of the underlying Weyl-Heisenberg frame. The Wilson frame construction preserves the numerical properties of the underlying Weyl-Heisenberg frame while halving its redundancy.
Keywords :
duality (mathematics); signal sampling; time-frequency analysis; Weyl-Heisenberg frame; Wilson frames; Wilson sets; Wilson structure; dual Weyl-Heisenberg sets; dual Wilson sets; duality conditions; frequency domain; numerical properties; orthonormal Wilson bases; oversampled Wilson expansions; redundancy; time domain; time-frequency localization; Fourier transforms; Frequency domain analysis; Harmonic analysis; Mathematics; Prototypes; Signal analysis; Signal synthesis;
Journal_Title :
Signal Processing Letters, IEEE