Stationarity of the Gabor basis and derivation of Janssen´s formula

Author

Polyak, Nikolay ; Pearlman, William A.

Author_Institution

Dept. of Electr.-Comput.-Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA

fYear

1992

Firstpage

391

Lastpage

394

Abstract

The theory of stationary processes is applied to homogeneous functional sequences. Examples of time and frequency shifts and dilations are considered. It is proved that the functional sequences are homogeneous (stationary) and therefore correspond to a one-dimensional stationary vector field. The spectral properties of these sequences are explored. It is also shown that the Gabor expansion corresponds to a two-dimensional homogeneous vector field. The spectral properties of the Gabor (1946) expansion are considered, and the formula for the coefficients of the Gabor decomposition is derived

Keywords

spectral analysis; vectors; Gabor basis; Gabor decomposition coefficients; Gabor expansion; Janssen formula; dilations; frequency shifts; homogeneous functional sequences; one-dimensional stationary vector field; spectral properties; stationary processes; stationary sequences; time shifts; two-dimensional homogeneous vector field; Autocorrelation; Discrete transforms; Fourier transforms; Frequency; Kernel; Linear approximation; Stochastic processes; Systems engineering and theory; Technological innovation; Vectors;

fLanguage

English

Publisher

ieee

Conference_Titel

Time-Frequency and Time-Scale Analysis, 1992., Proceedings of the IEEE-SP International Symposium

Conference_Location

Victoria, BC

Print_ISBN

0-7803-0805-0

Type

conf

DOI

10.1109/TFTSA.1992.274135

Filename

274135