Minimum Mean-Square Error (MMSE) Weights

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We're deriving the optimal MMSE weights. Recall from the previous page:

Multiplying the terms above, the MSE becomes


Because the weights are constant (don't vary with time), they can be pulled out of the expectation operator, and the first term in equation (1) simplifies to:

Next: MMSE (Part 2)

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