Title :
Vandermonde Factorization of Toeplitz Matrices and Applications in Filtering and Warping
Author_Institution :
International Audio Laboratories Erlangen, Friedrich Alexander University of Erlangen-Nürnberg (FAU) and Fraunhofer Institute of Integrated Circuits, IIS, Erlangen, Germany
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;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2013.2282271