Quadratic abstractions for k-contraction
k-contraction is a generalization of the classical contraction property. It allows the study of complex behaviors in partially stable systems. However, existing conditions for k contraction are often intractable. This work proposes efficiently solvable sufficient conditions for k-contraction verification in partially linear systems. Our findings are derived by exploiting particular quadratic abstractions arising from classical Lur’e systems analysis. We specialize our result to nonlinearities satisfying shifted monotonicity and differential sector-bound properties. We showcase the potential of our method by designing nonlinear controllers for linear systems, achieving complex closed-loop behaviors.
Authors
- Andreu Cecilia (ORCID: https://orcid.org/0000-0002-5579-4157)
- Samuele Zoboli (ORCID: https://orcid.org/0009-0006-9225-4551)
- Sophie Tarbouriech (ORCID: https://orcid.org/0000-0002-0816-5614)
Institutions
- Centre National de la Recherche Scientifique (FR)
- Université Toulouse III - Paul Sabatier (FR)
- Université Fédérale de Toulouse Midi-Pyrénées (FR)
- Laboratoire d'Analyse et d'Architecture des Systèmes (FR)
- Universitat Politècnica de Catalunya (ES)
Publication Details
- Published
- 2024-12-16
- DOI
- https://doi.org/10.1109/cdc56724.2024.10886370
- Primary Topic
- Formal Methods in Verification
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- European Commission
- European Regional Development Fund
- Agencia Estatal de Investigación