Interval analysis for guaranteed non-linear parameter and state estimation

Abstract

This paper presents some tools based on interval analysis for guaranteed non-linear parameter and state estimation in a bounded-error context. These tools make it possible to compute outer (and sometimes inner) approximations of the set of all parameter or state vectors that are consistent with the model structure, measurements and noise bounds. © 2005 Taylor & Francis Group Ltd.