Recursive least squares algorithm for an orthogonal IIR adaptive line enhancer

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作者：
Univ of Assiut, Assiut, Egypt [1 ]
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来源：
Int J Circuit Theory Appl | / 5卷 / 501-514期
关键词：
Adaptive filtering - Digital filters - Estimation - Least squares approximations - Numerical analysis - Recursive functions - Signal processing - Signal to noise ratio - Spurious signal noise;
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摘要：
A novel method is described for the frequency estimation of signals from a noisy background. It is based on realizing the IIR adaptive filter as a parallel connection of discrete orthogonal sections. A fast Gauss-Newton-type recursive algorithm has also been derived to update the parameters of these orthogonal sections. It has been shown that for highly noisy signals, this approach significantly improves the frequency estimation capabilities as well as increases the overall signal-to-noise ratio of the adaptive recursive filters. Illustrative examples are given to verify these results.
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