A Novel Unknown Input Observer Design for Nonlinear LPV Systems

This paper presents the design of an unknown input observer (UIO) for linear parameter-varying (LPV) systems, including nonlinearities that are assumed to fulfill one-sided Lipschitz quadratically inner-bounded (OSL-QIB) conditions. The proposed approach introduces a novel extension of conventional LPV frameworks by directly incorporating nonlinear terms, aiming to improve observer performance and reduce the modeling errors typically introduced during the transformation of a nonlinear system into its LPV counterpart. A key contribution of this work is the development of a UIO design that avoids the state transformation step, which is often highly complex and only valid under restrictive assumptions such as a constant unknown input matrix D. By eliminating this constraint, the proposed observer design significantly enhances scalability and applicability to a broader class of systems. The performance and effectiveness of the approach are demonstrated through both a numerical example and a well-established open-channel flow benchmark: the Corning channel in California, USA.

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Journal
IEEE Control Systems Letters
Published
2025-01-01
DOI
https://doi.org/10.1109/lcsys.2025.3580325
Citations
1
Primary Topic
Advanced DC-DC Converters
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article
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0.73
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article

A Novel Unknown Input Observer Design for Nonlinear LPV Systems

Kokou Langueh, Éric Duviella, Vicenç Puig, Lucien Etienne et al.
1 citations
IEEE Control Systems Letters
Advanced DC-DC Converters
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article

A Novel Unknown Input Observer Design for Nonlinear LPV Systems

Kokou Langueh, Éric Duviella, Vicenç Puig, Lucien Etienne, Pablo Segovia, Juan Pablo Arango
article en
1 citations

Abstract

This paper presents the design of an unknown input observer (UIO) for linear parameter-varying (LPV) systems, including nonlinearities that are assumed to fulfill one-sided Lipschitz quadratically inner-bounded (OSL-QIB) conditions. The proposed approach introduces a novel extension of conventional LPV frameworks by directly incorporating nonlinear terms, aiming to improve observer performance and reduce the modeling errors typically introduced during the transformation of a nonlinear system into its LPV counterpart. A key contribution of this work is the development of a UIO design that avoids the state transformation step, which is often highly complex and only valid under restrictive assumptions such as a constant unknown input matrix D. By eliminating this constraint, the proposed observer design significantly enhances scalability and applicability to a broader class of systems. The performance and effectiveness of the approach are demonstrated through both a numerical example and a well-established open-channel flow benchmark: the Corning channel in California, USA.

IEEE Control Systems LettersVol. 9
Universitat Politècnica de Catalunya (ES)
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Advanced DC-DC Converters
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A Novel Unknown Input Observer Design for Nonlinear LPV Systems — Kokou Langueh, Éric Duviella, et al. · IEEE Control Systems Letters (2025) | TGRS Research Map | TGRS