Suppose that the signal X N(0, 2 X ) is transmitted over a communication channel. Assume

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Suppose that the signal X ∼ N(0,σ2X) is transmitted over a communication channel.

Assume that the received signal is given by Y = X +W, where W ∼ N(0,σ2W) is independent of X.

a. Find the MMSE estimator of X given Y , ( X̂M).

b. Find the MSE of this estimator.

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