Event-based observer design for observable nonlinear systems with bad input points

The aim of this paper is to provide a methodology for the design of practical continuous high gain event-based observers for nonlinear systems with an almost everywhere injective r-observability map. As opposed to other high gain approaches, injectivity is allowed to be lost for a nonempty set of bad input points. An example with simulations illustrates the procedure.