4. Suppose that X, Y, and Z are multivariate Gaussian random variables with zero means and σχέσχυσχε +0 ayx of dyz σχ OZY 07 (a) Given that Y = 1 and Z = -1, find an MMSE estimate of X. Compute the conditional MSE of this MMSE estimate. the covariance matrix Σ= 3 1 1 2 1 1 2 (b) Given that Y +2Z = 2, find an MMSE estimate of X. Compute the conditional MSE of this MMSE estimate.

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Chapter1: Starting With Matlab
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4.
Suppose that X, Y, and Z are multivariate Gaussian random variables with zero means and
the covariance matrix
oXY OXZ
3
1
-1
o oyz
1
1
%3D
OZX
OZY
-1 1
(a) Given that Y = 1 and Z = -1, find an MMSE estimate of X. Compute the conditional MSE of
this MMSE estimate.
(b) Given that Y +2Z = 2, find an MMSE estimate of X. Compute the conditional MSE of this
%3D
MMSE estimate.
Transcribed Image Text:4. Suppose that X, Y, and Z are multivariate Gaussian random variables with zero means and the covariance matrix oXY OXZ 3 1 -1 o oyz 1 1 %3D OZX OZY -1 1 (a) Given that Y = 1 and Z = -1, find an MMSE estimate of X. Compute the conditional MSE of this MMSE estimate. (b) Given that Y +2Z = 2, find an MMSE estimate of X. Compute the conditional MSE of this %3D MMSE estimate.
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