Determine the conditional differential entropy


Solve the following problem:

An additive white Gaussian noise channel has the output Y = X + N, where X is the channel input and N is the noise with probability density function

p(n) = (1/√2πσn) e-n2/2σ2n

If X is a white Gaussian input with E(X) = 0 and E(X2) = σ2X , determine

1. The conditional differential entropy H(X|N)

2. The mutual information I(X; Y )

 

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