Construction of Symbolic Dynamics from Experimental Time Series

K. Mischaikow, M. Mrozek, J. Reiss, and A. Szymczak
Phys. Rev. Lett. 82, 1144 – Published 8 February 1999
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Abstract

Symbolic dynamics play a central role in the description of the evolution of nonlinear systems. Yet there are few methods for determining symbolic dynamics of chaotic data. One difficulty is that the data contains random fluctuations associated with the experimental process. Using data obtained from a magnetoelastic ribbon experiment we show how a topological approach that allows for experimental error and bounded noise can be used to obtain a description of the dynamics in terms of subshift dynamics on a finite set of symbols.

  • Received 17 July 1998

DOI:https://doi.org/10.1103/PhysRevLett.82.1144

©1999 American Physical Society

Authors & Affiliations

K. Mischaikow*

  • School of Mathematics, Georgia Institute of Technology, Atlanta, Georgia 30332

M. Mrozek

  • Instytut Informatyki, Uniwersytet Jagielloński, 30-072 Kraków, Poland

J. Reiss

  • School of Physics, Georgia Institute of Technology, Atlanta, Georgia 30332

A. Szymczak§

  • School of Mathematics, Georgia Institute of Technology, Atlanta, Georgia 30332

  • *Electronic address: mischaik@math.gatech.edu
  • Electronic address: mrozek@ii.uj.edu.pl
  • Electronic address: jreiss@acl.gatech.edu
  • §Electronic address: andrzej@math.gatech.edu

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Issue

Vol. 82, Iss. 6 — 8 February 1999

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