Wiener filters in canonical coordinates for transform coding, filtering, and quantizing
Date
1998
Authors
Thomas, John K., author
Scharf, Louis L., author
IEEE, publisher
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Abstract
Canonical correlations are used to decompose the Wiener filter into a whitening transform coder, a canonical filter, and a coloring transform decoder. The outputs of the whitening transform coder are called canonical coordinates; these are the coordinates that are reduced in rank and quantized in our finite-precision version of the Gauss-Markov theorem. Canonical correlations are, in fact, cosines of the canonical angles between a source vector and a measurement vector. They produce new formulas for error covariance, spectral flatness, and entropy.
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Subject
quantizing
canonical correlations
canonical coordinates
adaptive filtering
transform coding
Wiener filters