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 :
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