Damped and delayed sinusoidal model for transient signals

被引:19
作者
Boyer, R
Abed-Meraim, K
机构
[1] Univ Paris 11, Orsay, France
[2] L2S Supelec, Gif Sur Yvette, France
[3] ENST, GET, Paris 13, France
关键词
Cramer-Rao Bound; damped and delayed sinusoids; deflation; Fourier analysis; subband parameter estimation; transient signal;
D O I
10.1109/TSP.2005.845473
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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 Cramer-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.
引用
收藏
页码:1720 / 1730
页数:11
相关论文
共 28 条
[1]  
ANDERSON D, 1996, P INT C AC SPEECH SI
[2]  
[Anonymous], P IEEE INT C AC SPEE
[3]  
BOYER R, 2002, P IEEE INT C AC SPEE
[4]  
BOYER R, 2002, P IEEE INT C MULT EX
[5]   Audio modeling based on delayed sinusoids [J].
Boyer, W ;
Abed-Meraim, K .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2004, 12 (02) :110-120
[6]  
Dennis, 1996, NUMERICAL METHODS UN
[7]  
DENT PW, 1993, Patent No. 5218619
[8]  
ELLIS T, 1991, P INT COMP MUS C
[9]  
GOODWIN M, 2001, P WORKSH APPL SIGN P
[10]  
Goodwin MM, 1998, ADAPTIVE SIGNAL MODE