Remarks on a non-Gaussian estimation problem

This note deals with an estimation problem arising in a specific microwave landing (MLS) flight-control system. Two solutions are discussed, the first of which is an example of a closed-form nonlinear Bayesian estimator while the second indicates that, in special cases, a deterministic modeling of the uncertainties may be more effective and simpler than a stochastic one.