DECONVOLUTION FILTER DESIGN FOR FRACTAL SIGNAL TRANSMISSION-SYSTEMS -A MULTISCALE KALMAN FILTER BANK APPROACH

Authors
CHEN BS HOU WS
Citation
Bs. Chen et Ws. Hou, DECONVOLUTION FILTER DESIGN FOR FRACTAL SIGNAL TRANSMISSION-SYSTEMS -A MULTISCALE KALMAN FILTER BANK APPROACH, IEEE transactions on signal processing, 45(5), 1997, pp. 1359-1364
Citations number
9
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
IEEE transactions on signal processing → ACNP
ISSN journal
1053587X
Volume
45
Issue
5
Year of publication
1997
Pages
1359 - 1364
Database
ISI
SICI code
1053-587X(1997)45:5<1359:DFDFFS>2.0.ZU;2-Q
Abstract
A deconvolution filtering design is proposed for the 1/f fractal signa l transmission systems, with its design philosophy being based on mult iscale Kalman deconvolution filter bank equipped in the analysis/synth esis wavelet filter bank, The role of wavelet transformation for 1/f f ractal signal process is exploited as a multiscale whitening filter fo r removing the properties of self-similarity and long-range dependence from the fractal signals.