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Circular Cross Covariance

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Circular Cross Covariance

by G. Levin

 

26 Apr 2004 (Updated 17 Aug 2004)

Circular Cross Covariance function estimate.

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Description

CXCOV Circular Cross Covariance function estimates.
CXCOV(a,b), where a and b represent samples taken over time interval T, which is assumed to be a common period of two corresponding periodic signals.

a and b are supposed to be length M row vectors, either real or complex.
 
[x,c]=CXCOV(a,b) returns the length M-1 circular cross covariance sequence c with corresponding lags x.
   
The circular cross covariance is the normalized circular cross correlation function of two vectors with their means removed:
       c(k) = sum[a(n)-mean(a))*conj(b(n+k)-mean(b))]/[norm(a-mean(a))*norm(b-mean(b))];
where vector b is shifted CIRCULARLY by k samples.

The function doesn't check the format of input vectors a and b!

For circular correlation between a and b look for CXCORR(a,b) in
http://www.mathworks.com/matlabcentral/fileexchange/loadAuthor.do?objectType=author&objectId=1093734

Reference:
A. V. Oppenheim, R. W. Schafer and J. R. Buck, Discrete-Time Signal Processing, Upper Saddler River, NJ : Prentice Hall, 1999.

Author: G. Levin, April 2004.

Acknowledgements
This submission has inspired the following:
Fast Circular Cross Covariance
MATLAB release MATLAB 6.5 (R13)
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25 Jun 2005 taravat moshatgh  
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Updates
30 Apr 2004

Misspell correction.

10 Jun 2004

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16 Aug 2004

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17 Aug 2004

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Tag Activity for this File
Tag Applied By Date/Time
filter design G. Levin 22 Oct 2008 07:18:31
filter analysis G. Levin 22 Oct 2008 07:18:31
correlation G. Levin 22 Oct 2008 07:18:31
covariance G. Levin 22 Oct 2008 07:18:31
estimation G. Levin 22 Oct 2008 07:18:31
statistics G. Levin 22 Oct 2008 07:18:31

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