Steven M. Kay: “Modern Spectral Estimation – Theory and Applications”,p. 34 exercise 2.11
Author: Panagiotis
24
Jan
In
[1, p. 34 exercise 2.11] we are asked to find the eigenvalues of the circulant matrix given in
[1, (2.27),p.22].
Solution:
The matrix given in
[1, (2.27),p.22] is
According to
[1, (2.42),p.27] we can write the matrix as
with
and where
are the elements of the first row of the matrix
.
From the eigenvectors
and eigenvalues
of
we can derive the eigenvalues of
by:
Thus the eigenvalues of the matrix
are given by
and are related to the eigenvectors
where
with
. The elements of the first row of the matrix
are
,
,
,
, as can be seen in the solution of
[1, p. 34 exercise 2.5] given in
[2, solution of exercise 2.5].
[1] Steven M. Kay: “Modern Spectral Estimation – Theory and Applications”, Prentice Hall, ISBN: 0-13-598582-X. [2] Panagiotis Chatzichrisafis: “Solution of exercise 2.5 from Kay’s Modern Spectral Estimation -Theory
and Applications”, lysario.de.
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