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SOLVED: Problems 71: Knowledge Representation 1.20A useful form of preprocessing is based on the autoregressive (AR) model described by the difference equation (for real-valued data):y(n) = Wv(n-1) wzy(n-2) Wmy(n-M) v(n)where y(n) is the model output, v(n) is a sample drawn from a white-noise process of zero mean and some prescribed variance, WL, Wz, and Wv are the AR model coefficients, and M is the model order. Show that the use of this model provides two forms of geometric invariance: a

SOLVED: Problems 71: Knowledge Representation 1.20A useful form …

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