On the proper reconstruction of complex dynamical systems spoilt by strong measurement noise

Details On the proper reconstruction of complex dynamical systems spoilt by strong measurement noise On the proper reconstruction of complex dynamical systems spoilt by strong measurement noise

2006-07-04

arxiv.org/abs/nlin/0607002v1

Nonlinear Sciences

Chaotic Dynamics

Scientific paper

10.1103/PhysRevLett.97.090603

This article reports on a new approach to properly analyze time series of dynamical systems which are spoilt by the simultaneous presence of dynamical noise and measurement noise. It is shown that even strong external measurement noise as well as dynamical noise which is an intrinsic part of the dynamical process can be quantified correctly, solely on the basis of measured times series and proper data analysis. Finally real world data sets are presented pointing out the relevance of the new approach.

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