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Suppose that is a real-valued signal. We have a set of orthonormal basis functions with which we wish to approximate as such that the energy

Suppose that is a real-valued signal. We have a set of orthonormal basis functions with which we wish to approximate as such that the energy in the error signal is minimized. Calculate the optimum coefficients that minimize

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