A generalized MVDR spectrum

A generalized MVDR spectrum
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DOI:
10.1109/lsp.2005.859517
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发表时间:
2005-12-01
影响因子:
3.9
通讯作者:
Huang, YT
Huang, YT
中科院分区:
工程技术2区
文献类型:
--
作者:
Benesty, J;Chen, JD;Huang, YT

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The minimum variance distortionless response (MVDR) approach is very popular in array processing. It is also employed in spectral estimation where the Fourier matrix is used in the optimization process. First, we give a general form of the MVDR where any unitary matrix can be used to estimate the spectrum. Second and most importantly, we show how the MVDR method can be used to estimate the magnitude squared coherence function, which is very useful in so many applications but so few methods exist to estimate it. Simulations show that our algorithm gives much more reliable results than the one based on the popular Welch's method.