[CER15] Interval Observers for Continuous-Time LPV Systems with $L_{1}/L_{2}$ Performance

Revue Internationale avec comité de lecture : Journal Automatica , vol. 58(8), pp. 82-89, 2015

Mots clés: Estimators; Observers; Intervals; Uncertain linear systems

Résumé: An approach to interval observer design for Linear Parameter-Varying (LPV) systems is proposed. It is assumed that the vector of scheduling parameters in LPV models is not available for measurement. Two different interval observers are constructed for nonnegative systems and for a generic case. Stability conditions are expressed in terms of matrix inequalities, which can be solved with respect to the observer gains using standard numerical solvers. Applying L1L1/L2L2 framework the robustness and estimation accuracy with respect to model uncertainty are analyzed. The efficiency of interval estimation for LPV models is demonstrated through numerical experiments for a microfluidic system and an academic example.

Equipe: laetitia
Collaboration: INRIA Lille - Nord Europe


@article {
title="{Interval Observers for Continuous-Time LPV Systems with $L_{1}/L_{2}$ Performance}",
author="S. Chebotarev and D. Efimov and T. Raïssi and A. Zolghadri",
journal="Automatica ",