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 |
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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. |
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ISSN: | 1549-8328 1558-0806 |
DOI: | 10.1109/TCSI.2010.2071810 |