Title :
Tracking of spectral lines in an ARCAP time-frequency representation
Author :
Davy, M. ; Leprettre, B. ; Doncarli, C. ; Martin, N.
Author_Institution :
IRCyN, Nantes, France
Abstract :
ARCAP time-frequency representations of narrow-band signals are made of instantaneous characteristics (frequencies and amplitudes), without any time links. In order to extract the frequency modulations (or spectral trajectories), we propose to re-create them on the basis of ballistic integrator models. The analytic expression of the corresponding asymptotic Kalman filter gains allows a very simple implementation of association procedures including trajectory birth or death. The points being associated, a Fraser filtering leads to the smoothed spectral trajectories.
Keywords :
Kalman filters; recursive estimation; time-frequency analysis; ARCAP time-frequency representation; asymptotic Kalman filter gains; ballistic integrator models; frequency modulations; narrow-band signals; spectral lines; spectral trajectories; Estimation; Frequency estimation; Frequency modulation; Kalman filters; Smoothing methods; Time-frequency analysis; Trajectory;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4