Approximation of matrices by Gabor multipliers

We present a fast Fourier transform based algorithm which allows to obtain the best approximation of a given time-variant linear system by approximating its matrix (in the Hilbert-Schmidt sense) by a Gabor multiplier, using a given tight Gabor frame. We illustrate the approach by approximating the i...

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Veröffentlicht in:IEEE signal processing letters 2004-11, Vol.11 (11), p.883-886
Hauptverfasser: Feichtinger, H.G., Hampejs, M., Kracher, G.
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Hampejs, M.
Kracher, G.
description We present a fast Fourier transform based algorithm which allows to obtain the best approximation of a given time-variant linear system by approximating its matrix (in the Hilbert-Schmidt sense) by a Gabor multiplier, using a given tight Gabor frame. We illustrate the approach by approximating the inverse of a slowly time variant filter.
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subjects Algorithms
Approximation
Approximation algorithms
Displays
Fast Fourier transforms
Filtering
Fourier transforms
Gabor filters
Inverse
Lattices
Linear approximation
Linear systems
Mathematical analysis
Matrices
Multipliers
title Approximation of matrices by Gabor multipliers
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