Using the convolution integral, an integro-difference equation is derived for defining the input-output relation of a linear time-invariant filter. This equation is, in turn, used to obtain the various analog-to-digital filter transformations for the digitization of a continuous transfer function, with each transformation corresponding to a specific way of approximating the continuous time excitation.
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S. Haykin (1972) studied this question.
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