Steven M. Kay: “Modern Spectral Estimation – Theory and Applications”,p. 34 exercise 2.5
Author: Panagiotis
13
Jun
In exercise
[1, p. 34 exercise 2.5] we are asked to show that
the matrix
is circulant
when
.
Solution:
A matrix
is circulant when its elements are arranged in the following way:
Computing the dyad
(for
) results in
We observe that this is a
hermitian toeplitz matrix.
In order to be circulant the elements
and
,
and
, etc. have to be equal. Or in general that the following relation must hold:
Because
[1, p.22] ,
where
are distinct integers in the range
for
even or [-(n-1)/2, (n-1)/2] for
odd we can rewrite the right hand side of (
2) as:
But
thus
which proofs that the dyad
is circulant because relation (
2) is satisfied. The matrix
is circulant, as the product of a circulant matrix with a scalar is itself a circulant matrix, the identity matrix is a special form of a circulant matrix, and also the sum of circulant matrices is also a circulant matrix. QED.
[1] Steven M. Kay: “Modern Spectral Estimation – Theory and Applications”, Prentice Hall, ISBN: 0-13-598582-X.
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