Title :
A Graphical Approach to Prove Contraction of Nonlinear Circuits and Systems
Author :
Russo, Giovanni ; Di Bernardo, Mario ; Slotine, Jean-Jacques E.
Author_Institution :
Dept. of Syst. & Comput. Eng., Univ. of Naples Federico II, Naples, Italy
Abstract :
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.
Keywords :
continuous time systems; discrete time systems; nonlinear dynamical systems; nonlinear network analysis; oscillators; associated matrix measures; continuous-time system; contraction proving; discrete-time system; graphical approach; nonEuclidean norms; nonlinear circuits; nonlinear dynamical systems; nonlinear oscillators; synchronization; system contracting; Biological systems; discrete-time systems; nonlinear dynamical systems; nonlinear network analysis; systems analysis and design;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2010.2071810