  In this paper, we provide a detailed analysis of the global convergence
properties of an extensively studied and extremely effective fixed-point
algorithm for the Kullback-Leibler approximation of spectral densities,
proposed by Pavon and Ferrante in [Pavon and Ferrante, 2006]. Our main result
states that the algorithm globally converges to one of its fixed points.
