Proportional Nonuniform Multi-Gabor Expansions

<p/> <p>A nonuniform multi-Gabor expansion (MGE) scheme is studied under proportional time and frequency (TF) shifts among different window indices <inline-formula><graphic file="1687-6180-2004-846084-i1.gif"/></inline-formula>. In particular, TF parameters fo...

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Main Author: Li Shidong
Format: Article
Language:English
Published: SpringerOpen 2004-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/S1110865704408178
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author Li Shidong
author_facet Li Shidong
author_sort Li Shidong
collection DOAJ
description <p/> <p>A nonuniform multi-Gabor expansion (MGE) scheme is studied under proportional time and frequency (TF) shifts among different window indices <inline-formula><graphic file="1687-6180-2004-846084-i1.gif"/></inline-formula>. In particular, TF parameters for each <inline-formula><graphic file="1687-6180-2004-846084-i2.gif"/></inline-formula> are different, but proportional and relevant to windows' TF patterns. The generation of synthesis waveforms for nonuniform MGE is generally difficult. We show constructively that there is a set of basic synthesis MGE waveforms at each window index under proportional parameter settings. Nonuniform MGE adapts to signal frequency dynamics effectively, and eliminates unnecessary overlapping redundancies of a uniform MGE. Examples of the evaluation of synthesis waveforms are provided. Efficiency comparison of TF analysis using nonuniform and uniform MGEs is also discussed.</p>
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spelling doaj.art-c44f65458eac44ebb3c003fd332e42f82022-12-21T23:54:31ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802004-01-01200417846084Proportional Nonuniform Multi-Gabor ExpansionsLi Shidong<p/> <p>A nonuniform multi-Gabor expansion (MGE) scheme is studied under proportional time and frequency (TF) shifts among different window indices <inline-formula><graphic file="1687-6180-2004-846084-i1.gif"/></inline-formula>. In particular, TF parameters for each <inline-formula><graphic file="1687-6180-2004-846084-i2.gif"/></inline-formula> are different, but proportional and relevant to windows' TF patterns. The generation of synthesis waveforms for nonuniform MGE is generally difficult. We show constructively that there is a set of basic synthesis MGE waveforms at each window index under proportional parameter settings. Nonuniform MGE adapts to signal frequency dynamics effectively, and eliminates unnecessary overlapping redundancies of a uniform MGE. Examples of the evaluation of synthesis waveforms are provided. Efficiency comparison of TF analysis using nonuniform and uniform MGEs is also discussed.</p>http://dx.doi.org/10.1155/S1110865704408178nonuniform time-frequency shiftsmulti-Gabor representationstime-frequency analysisframesdual frames
spellingShingle Li Shidong
Proportional Nonuniform Multi-Gabor Expansions
EURASIP Journal on Advances in Signal Processing
nonuniform time-frequency shifts
multi-Gabor representations
time-frequency analysis
frames
dual frames
title Proportional Nonuniform Multi-Gabor Expansions
title_full Proportional Nonuniform Multi-Gabor Expansions
title_fullStr Proportional Nonuniform Multi-Gabor Expansions
title_full_unstemmed Proportional Nonuniform Multi-Gabor Expansions
title_short Proportional Nonuniform Multi-Gabor Expansions
title_sort proportional nonuniform multi gabor expansions
topic nonuniform time-frequency shifts
multi-Gabor representations
time-frequency analysis
frames
dual frames
url http://dx.doi.org/10.1155/S1110865704408178
work_keys_str_mv AT lishidong proportionalnonuniformmultigaborexpansions