A METHOD FOR IMPROVED DISTRIBUTION CONCENTRATION IN THE TIME-FREQUENCY ANALYSIS OF MULTICOMPONENT SIGNALS USING THE L-WIGNER DISTRIBUTION

Authors
Citation
L. Stankovic, A METHOD FOR IMPROVED DISTRIBUTION CONCENTRATION IN THE TIME-FREQUENCY ANALYSIS OF MULTICOMPONENT SIGNALS USING THE L-WIGNER DISTRIBUTION, IEEE transactions on signal processing, 43(5), 1995, pp. 1262-1268
Citations number
16
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
1053587X
Volume
43
Issue
5
Year of publication
1995
Pages
1262 - 1268
Database
ISI
SICI code
1053-587X(1995)43:5<1262:AMFIDC>2.0.ZU;2-N
Abstract
The energy location in the Cohen class of time-frequency distributions is analyzed, If the instantaneous frequency is linear, then only the Wigner distribution produces the ideal energy concentration, The scale d version of the Wigner distribution (L-Wigner distribution), is used to improve the time-frequency representation of signals with nonlinear instantaneous frequencies. In the case of multicomponent signals, the cross terms, appearing in the Wigner distribution and in the L-Wigner distribution, can be easily removed or reduced in a computationally v ery efficient way. The theory is illustrated on the numerical examples with multicomponent noisy signals.