DocumentCode :
3045423
Title :
Distribution of the sample magnitude-squared coherence obtained using overlapped Fourier transforms
Author :
Lugannani, Robert
Author_Institution :
University of California, San Diego, La Jolla, California, USA
Volume :
6
fYear :
1981
fDate :
29677
Firstpage :
1243
Lastpage :
1246
Abstract :
An approximate expression is derived for the probability density of the sample magnitude-squared coherence function obtained using overlapped Fourier transforms. For this approximation it is shown that the expression obtained with overlap is identical to the expression obtained without overlap but with a reduced number of degrees of freedom. In addition, it is shown that, regardless of the amount of overlap, the bias and variance of the sample statistic cannot be reduced to less than 2/3 of their no-overlap values. Numerical examples are presented to illustrate the accuracy of the approximate expression.
Keywords :
Discrete transforms; Erbium; Error analysis; Fourier transforms; Linearity; Probability; Random processes; Statistical distributions; Statistics; System performance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '81.
Type :
conf
DOI :
10.1109/ICASSP.1981.1171181
Filename :
1171181
Link To Document :
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