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A robust adaptive observer for nonlinear systems with unknown inputs and disturbance

Identifieur interne : 002133 ( Hal/Checkpoint ); précédent : 002132; suivant : 002134

A robust adaptive observer for nonlinear systems with unknown inputs and disturbance

Auteurs : Habib Dimassi [France] ; Antonio Loria [France] ; Safya Belghyth [Tunisie]

Source :

RBID : Hal:hal-00521524

Abstract

We present a simple robust adaptive observer for systems with unknown inputs. The class of systems includes partially linear systems with differentiable non-linearities provided that the solutions are bounded (the bound is unknown). Parametric uncertainty and additive disturbances are considered where the parameters are piece-wise constant. It is also assumed that measurable outputs are corrupted by noise. We show under certain necessary and sufficient conditions convergence of the estimation errors.

Url:
DOI: 10.1109/CDC.2010.5717678

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