Steven M. Kay: “Modern Spectral Estimation – Theory and Applications”,p. 34 exercise 2.6
Author: Panagiotis
16
Nov
In problem
[1, p. 34 exercise 2.6] we are asked to prove that if
and
are complex
Hermitian matrices and
is positive semidefinite, then
.
Solution:
The key to the solution of this problem is provided by the theorem on
[1, p. 26, 6.a.] which states:
If a matrix
is positive definite (positive semidefinite),
then a. the diagonal elements are positive (nonnegative).
The diagonal elements of the matrix
are
, thus:
QED.
[1] Steven M. Kay: “Modern Spectral Estimation – Theory and Applications”, Prentice Hall, ISBN: 0-13-598582-X.
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