Cosine-modulated filterbanks based on extended Gaussian functions

Citation
P. Siohan et C. Roche, Cosine-modulated filterbanks based on extended Gaussian functions, IEEE SIGNAL, 48(11), 2000, pp. 3052-3061
Citations number
21
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
48
Issue
11
Year of publication
2000
Pages
3052 - 3061
Database
ISI
SICI code
1053-587X(200011)48:11<3052:CFBOEG>2.0.ZU;2-9
Abstract
A new family of cosine-modulated filterbanks based on functions called exte nded Gaussian functions (EGFs) is obtained. The design is particularly simp le since it is mainly based on a closed-form expression. Nearly perfect rec onstruction cosine-modulated filterbanks are obtained as well as guidelines to estimate the filterbank parameters. This analytical design method can b e used to produce, with a controlled accuracy, filterbanks with practically no upper limitations in the number of coefficients and subbands, Furthermo re, a slight modification of the prototype filter coefficients is sufficien t to satisfy exactly the perfect reconstruction constraints. An analysis of the time-frequency localization of the discrete prototype filters also sho ws that under certain conditions, EGF prototypes are at less than 0.3% from the optimal upper bound.