Suppose that the signal X- N(0, o) is transmitted over a communication channel. Assume that the received signal is given by Y = X+ W, where W- N(0, ow) is independent of X. 1. Find the ML estimate of X, given Y = y is observed. 2. Find the MAP estimate of X, given Y = y is observed.
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- Suppose that X and Y are independent measurement of a quantity μ. E(X) = E(Y) = μ, σX ≠ σY, Z = αX + (1 - α)Y, α ∈ [0, 1] (a) Show that E(X) = μ. (b) Find α in terms of σX and σY to minimize V(Z). (c) Under what circumstance is it better to use the average (X+Y)/2 than either X or Y alone?Verify the given linear approximation at a=0 . Thendetermine the values of x for which the linear approximation isaccurate to within 0.1.(a∗ ) Compute P(X = 4, Y = 5). (b∗ ) Compute the marginal pmf’s of X and Y . (c∗ ) Are X and Y independent? Let Z be the minimum of X and Y . Calculate E[Z].