Circulant Markov chains as digital signal sources

This paper is concerned with the class of Markov chains with circulant transition matrices. We show that such chains generate random processes whose spectral densities are of a particularly simple form, and that they provide a partial solution to the problem of synthesizing Markov chains that generate processes with given spectral densities.