DocumentCode
13170
Title
Vandermonde Factorization of Toeplitz Matrices and Applications in Filtering and Warping
Author
Backstrom, Tom
Author_Institution
International Audio Laboratories Erlangen, Friedrich Alexander University of Erlangen-Nürnberg (FAU) and Fraunhofer Institute of Integrated Circuits, IIS, Erlangen, Germany
Volume
61
Issue
24
fYear
2013
fDate
Dec.15, 2013
Firstpage
6257
Lastpage
6263
Abstract
By deriving a factorization of Toeplitz matrices into the product of Vandermonde matrices, we demonstrate that the Euclidean norm of a filtered signal is equivalent with the Euclidean norm of the appropriately frequency-warped and scaled signal. In effect, we obtain an equivalence between the energy of frequency-warped and filtered signals. While the result does not provide tools for warping per se, it does show that the energy of the warped signal can be evaluated efficiently, without explicit and complex computation of the warped transform. The main result is closely related to the Vandermonde factorization of Hankel matrices.
Keywords
Convolution; Fourier transforms; Signal processing algorithms; Terrorism; Time-frequency analysis; Convolution; Hankel; Toeplitz; Vandermonde; filtering; line spectral frequencies; time-frequency analysis; warping;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2013.2282271
Filename
6601660
Link To Document