A one-step linear predictor operates on the sampled version of a sinusoidal signal. The sampling rate is equal to 10f0, where f0 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.