DocumentCode :
779436
Title :
Damped and delayed sinusoidal model for transient signals
Author :
Boyer, Rémy ; Abed-Meraim, Karim
Author_Institution :
Univ. of Paris XI-Orsay, Gif-sur-Yvette, France
Volume :
53
Issue :
5
fYear :
2005
fDate :
5/1/2005 12:00:00 AM
Firstpage :
1720
Lastpage :
1730
Abstract :
In this work, we present the Damped and Delayed Sinusoidal (DDS) model: a generalization of the sinusoidal model. This model takes into account an angular frequency, a damping factor, a phase, an amplitude, and a time-delay parameter for each component. Two algorithms are introduced for the DDS parameter estimation using a subband processing approach. Finally, we derive the Crame´r-Rao Bound (CRB) expression for the DDS model and a simulation-based performance analysis in the context of a noisy fast time-varying synthetic signal and in the audio transient signal modeling context.
Keywords :
AWGN; audio signal processing; parameter estimation; Cramer-Rao bound expression; angular frequency; audio transient signal modeling context; delayed sinusoidal model; noisy fast time-varying synthetic signal; parameter estimation; subband processing approach; time-delay parameter; Analytical models; Context modeling; Damping; Delay; Frequency; Parameter estimation; Parametric statistics; Performance analysis; Signal processing algorithms; Transient analysis; CramÉr–Rao Bound; Fourier analysis; damped and delayed sinusoids; deflation; subband parameter estimation; transient signal;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2005.845473
Filename :
1420812
Link To Document :
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