Forward equations are derived for the

- dimensional Markov process generated when a Markov step signal

is the input to an

-order system of the form

. As examples, the joint probability densities of input and output are found for a symmetric three-level signal smoothed by an RC low-pass filter, and partial results are obtained for a doubly integrated Rice telegraph signal.