An algebraic framework for the design of nonlinear observers with unknown inputs

Abstract

The observability properties of nonlinear systems with unknown inputs are characterized via differentially algebraic techniques. State variables and unknown inputs are estimated thanks to a new algebraic numerical differentiator. It is shown through an academic example and a concrete case-study that the proposed scheme can be applied to systems that fail to fulfill some usual structural assumptions.