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.

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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

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article

Quadratic abstractions for k-contraction

Andreu Cecilia, Samuele Zoboli, Sophie Tarbouriech
Formal Methods in Verification
article

Quadratic abstractions for k-contraction

Andreu Cecilia, Samuele Zoboli, Sophie Tarbouriech
article en

Abstract

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.

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)
European Commission, European Regional Development Fund, Agencia Estatal de Investigación
Openalex Percentile: Top 89%
Formal Methods in Verification
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