OPTIMAL TETRAHEDRON METHOD IN ADAPTIVE FILTERING

A method is proposed for adaptation of estimation algorithms for stochastic processes to a real environment characterized by strong a priori uncertainty. The adaptation method represents the estimation algorithms as a stream of geometrical bodies (tetrahedra) and constructs a procedure that matches the a priori stream with the optimal stream of tetrahedra.