Characterization of " low-pass filtering " for some nonlinear ODE's

Samer Riachy 1, 2
1 NON-A - Non-Asymptotic estimation for online systems
Inria Lille - Nord Europe, CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189
Abstract : The characterization of low-pass linear filters is nowadays a simple question relying on eigenvalue criteria, Bode diagram, Nyquist or Nichols plots. For nonlinear systems, the problem is more tricky. The present work tempts to develop a methodology for the characterization of " low-pass filtering " for nonlinear systems. Inspired by the DiPerna-Lions theory and relying on the theory of characteristics, the proposed method associates to the nonlinear ODE a linear transport PDE. A characterization of " low-pass filtering " is then deduced from developments on the PDE. Smooth ODE's of the form \dot{x} = F (x) are considered where the vector field F (x) is perturbed by an additive, rapidly oscillating, noise m which may have a big magnitude F (x + m). An intuitive observation is proved in this first contribution: if F has bounded derivatives, then the sensitivity of x to m decreases as the bound gets smaller or as m fluctuates faster.
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Communication dans un congrès
IFAC WC 2017, Jul 2017, Toulouse, France
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Soumis le : mardi 12 septembre 2017 - 16:19:44
Dernière modification le : jeudi 11 janvier 2018 - 02:08:43
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  • HAL Id : hal-01586248, version 1

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Samer Riachy. Characterization of " low-pass filtering " for some nonlinear ODE's. IFAC WC 2017, Jul 2017, Toulouse, France. 〈hal-01586248〉

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