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A one-step linear predictor operates on the sampled version

A one-step linear predictor operates on the sampled version

A one-step linear predictor operates on the sampled version of a sinusoidal signal. The sampling rate is equal to l0 A?0 where A?0 is the frequency of the sinusoid. The predictor has a single coefficient denoted by w1.
(a) Determine the optimum value of w1 required to minimize the prediction error variance.
(b) Determine the minimum value of the prediction error variance.

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