In this paper we described the time-independent Gaussian
and Gauss-Markov algorithms . We developed the optimum time-recursive algorithm for time-independent Gaussian channels. We developed an efficient
time-recursive approximation to the optimal Gauss-Markov algorithm. We also compared
performance of these algorithms to established suboptimal time-recursive
algorithms.