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Referring to (5.75), do the following:

a. Verify that the differential entropy of a Gaussian random variable of mean m and variance σ2 is given by

2217_Equation 4.jpg

where e is the base of the natural algorithm.

b. Hence, confirm the inequality of (5.75).

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