Literature DB >> 24985465

Local observability of state variables and parameters in nonlinear modeling quantified by delay reconstruction.

Ulrich Parlitz1, Jan Schumann-Bischoff1, Stefan Luther1.   

Abstract

Features of the Jacobian matrix of the delay coordinates map are exploited for quantifying the robustness and reliability of state and parameter estimations for a given dynamical model using a measured time series. Relevant concepts of this approach are introduced and illustrated for discrete and continuous time systems employing a filtered Hénon map and a Rössler system.

Year:  2014        PMID: 24985465     DOI: 10.1063/1.4884344

Source DB:  PubMed          Journal:  Chaos        ISSN: 1054-1500            Impact factor:   3.642


  3 in total

1.  A symbolic network-based nonlinear theory for dynamical systems observability.

Authors:  Christophe Letellier; Irene Sendiña-Nadal; Ezequiel Bianco-Martinez; Murilo S Baptista
Journal:  Sci Rep       Date:  2018-02-28       Impact factor: 4.379

2.  An ensemble framework for time delay synchronization.

Authors:  Flavia R Pinheiro; Peter Jan van Leeuwen; Ulrich Parlitz
Journal:  Q J R Meteorol Soc       Date:  2018-01-15       Impact factor: 3.739

3.  Estimation of neuron parameters from imperfect observations.

Authors:  Joseph D Taylor; Samuel Winnall; Alain Nogaret
Journal:  PLoS Comput Biol       Date:  2020-07-16       Impact factor: 4.475

  3 in total

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