DocumentCode
1239124
Title
A generalized MVDR spectrum
Author
Benesty, Jacob ; Chen, Jingdong ; Huang, Yiteng Arden
Author_Institution
Univ. du Quebec, Montreal, Que., Canada
Volume
12
Issue
12
fYear
2005
Firstpage
827
Lastpage
830
Abstract
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.
Keywords
Fourier transforms; array signal processing; channel bank filters; matrix algebra; spectral analysis; Fourier matrix; MVDR spectrum estimation; array processing; magnitude squared coherence function; minimum variance distortionless response; optimization; periodogram; Array signal processing; Band pass filters; Covariance matrix; Filtering; Frequency; Jacobian matrices; Parameter estimation; Parametric statistics; Signal processing; Yield estimation; Capon; coherence function; cross-spectrum; minimum variance distortionless response (MVDR); periodogram; spectral estimation; spectrum;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2005.859517
Filename
1542110
Link To Document