Robust [formula omitted] filtering for a class of discrete-time nonlinear systems

Abstract

In this paper, a robust H ∞ filtering problem is considered for a class of discrete-time nonlinear systems. Based on the Lyapunov method, a design criterion of the robust H ∞ filter guarantee not only the stability but also the prespecified upper bound of H ∞ norm from the disturbance inputs to error state outputs. The design condition can be solved easily by efficient convex optimization algorithms. Numerical examples show the effectiveness of the proposed method.