A Graphical Approach to Prove Contraction of Nonlinear Circuits and Systems

This paper derives a novel approach to prove contraction of nonlinear dynamical systems, based on the use of non-Euclidean norms and their associated matrix measures. A graphical procedure is developed to derive conditions for a system to be contracting. Such conditions can also be used to design co...

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Veröffentlicht in:IEEE transactions on circuits and systems. I, Regular papers Regular papers, 2011-02, Vol.58 (2), p.336-348
Hauptverfasser: Russo, G, di Bernardo, M, Slotine, J E
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper derives a novel approach to prove contraction of nonlinear dynamical systems, based on the use of non-Euclidean norms and their associated matrix measures. A graphical procedure is developed to derive conditions for a system to be contracting. Such conditions can also be used to design control strategies to make a system contracting, or to design consensus and synchronization strategies for networks of nonlinear oscillators. After presenting the main steps of the approach and its proof, both for continuous-time and discrete-time systems, we illustrate the theoretical derivations on a set of representative examples.
ISSN:1549-8328
1558-0806
DOI:10.1109/TCSI.2010.2071810