Wiener filters in canonical coordinates for transform coding, filtering, and quantizing

被引:75
作者
Scharf, LL [1 ]
Thomas, JK
机构
[1] Univ Colorado, Dept Elect & Comp Engn, Boulder, CO 80309 USA
[2] Data Fus Corp, Westminster, CO 80021 USA
基金
美国国家科学基金会;
关键词
adaptive filtering; canonical coordinates; canonical correlations; quantizing; transform coding; Wiener filters;
D O I
10.1109/78.661332
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
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.
引用
收藏
页码:647 / 654
页数:8
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