Existence and convergence of solutions to the H-infinity sampled-data estimation problem

The problem of H∞ filtering for time-invariant linear systems with sampled measurements is considered. Sufficient and necessary conditions are derived that ensure the existence of a finite-horizon filter and the convergence of this filter to the infinite-horizon one. The convergence conditions are given in terms of allowable regions for the initial state error weighting matrix.