Title :
Structured tensor-based algorithms for delayed exponential fitting
Author :
Boyer, Rémy ; Abed-Meraim, Karim
Author_Institution :
Laboratoire des Signaux et Syst., Universite Paris XI, Gif-sur-Yvette, France
Abstract :
In this paper, we address the problem of subspace-based estimation of the pole (angular-frequency and damping-factor) of a sum of damped and delayed sinusoids. Usually, this approach is based on the decomposition of structured matrices over a block-Vandermonde basis which verifies the shift-invariance property. In the proposed work, we generalize the matrix approach to the structured tensor case in the context of multilinear algebra. We show on synthetic fast-time varying signal, the advantages of this approach.
Keywords :
matrix algebra; signal processing; tensors; block-Vandermonde basis; delayed exponential fitting; fast-time varying signal; matrix approach; multilinear algebra; shift-invariance property; structured matrices; structured tensor-based algorithms; subspace-based estimation; Algebra; Context modeling; Damping; Delay estimation; Interference; Matrix decomposition; Parametric statistics; Propagation delay; Signal resolution; Tensile stress;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
DOI :
10.1109/ACSSC.2004.1399543