Title :
Gabor´s discrete signal expansion and the discrete Gabor transform on a non-separable lattice
Author :
Van Leest, Amo J. ; Bastiaans, Martin J.
Author_Institution :
Faculteit Elektrotech., Eindhoven Univ. of Technol., Netherlands
Abstract :
Gabor´s (1946) discrete signal expansion and the discrete Gabor transform are formulated on a general, non-separable time-frequency lattice instead of on the traditional rectangular lattice. The representation of the general lattice is based on the rectangular lattice via a shear operation, which corresponds to a description of the general lattice by means of a lattice generator matrix that has the Hermite normal form. The shear operation on the lattice is associated with simple operations on the signal, on the synthesis and the analysis window, and on Gabor´s expansion coefficients; these operations consist of multiplications by quadratic phase terms. This procedure makes it possible to reuse algorithms, which are designed for a rectangular lattice only, to calculate the analysis window, Gabor´s expansion coefficients and Gabor´s expansion on a general non-separable lattice
Keywords :
Hermitian matrices; discrete transforms; signal representation; signal sampling; Gabor´s discrete signal expansion; Gabor´s expansion coefficients; Hermite normal form; algorithms reuse; analysis window; discrete Gabor transform; general lattice representation; general nonseparable lattice; lattice generator matrix; multiplications; nonseparable time-frequency lattice; periodic signals; quadratic phase terms; rectangular lattice; sampling lattices; shear operation; synthesis window; Algorithm design and analysis; Discrete transforms; Geometry; Lattices; Sampling methods; Signal analysis; Signal synthesis; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861874