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.
Authors
- Kokou Langueh (ORCID: https://orcid.org/0000-0002-5984-2187)
- Éric Duviella
- Vicenç Puig (ORCID: https://orcid.org/0000-0002-6364-6429)
- Lucien Etienne (ORCID: https://orcid.org/0000-0003-0931-843X)
- Pablo Segovia (ORCID: https://orcid.org/0000-0003-3593-907X)
- Juan Pablo Arango
Institutions
- Universitat Politècnica de Catalunya (ES)
Publication Details
- 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
- Type
- article
- Field-Weighted Citation Impact
- 0.73