Gabor transform and Zak transform with rational oversampling

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Abstract

Gabor's expansion of a signal into a set of shifted and modulated versions of an elementary signal is introduced, along with the inverse operation, i.e. the Gabor transform, which uses a window function that is related to the elementary signal and with the help of which Gabor's expansion coefficients can be determined. The Zak transform - with its intimate relationship to Gabor's signal expansion - is introduced. It is shown how the Zak transform can be helpful in determining Gabor's expansion coefficients and how it can be used in finding window functions that correspond to a given elementary signal. In particular, a simple proof is presented of the fact that the window function with minimum L2 norm is identical to the window function whose difference from the elementary signal has minimum L2 norm, and thus resembles best this elementary signal, and that this window function yields the Gabor coefficients with minimum L2 norm.
Original languageEnglish
Title of host publicationSignal Processing VIII, Theories and Applications, Proc. EUSIPCO-96, Eighth European Signal Processing Conference, Trieste, Italy
EditorsG. Ramponi, G.L. Sicuranza, S. Carrato, S. Marsi
Place of PublicationTrieste, Italy
PublisherEdizioni LINT
Pages2021-2024
Publication statusPublished - 1996
Event8th European Signal Processing Conference, EUSIPCO 1996 - Trieste, Italy
Duration: 10 Sept 199613 Sept 1996
Conference number: 8

Conference

Conference8th European Signal Processing Conference, EUSIPCO 1996
Abbreviated titleEUSIPCO-96
Country/TerritoryItaly
CityTrieste
Period10/09/9613/09/96

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