H-infinity optimal filters for a class of nonlinear models

The design of an H-infinity filter or observer based on a nonlinear model involves the solution of the Hamilton-Jacobi inequality. Alternatively, this paper uses the expansion of the nonlinear model as a series of linear ones and provides a sufficient condition, in the form of a set of bilinear matrix inequalities, for the solution of the H-infinity state estimation problem.