H∞ optimal singular and normal filter design for uncertain singular systems

The robust H_infin optimal filtering problem for singular systems with norm-bounded uncertainties in all system matrices is considered. On the basis of the admissibility assumption of the uncertain singular systems, one singular and two normal filter design methods are proposed under the linear-matrix inequality framework. A numerical example is provided to illustrate the application of all three proposed methods.