Nonlinear projective filtering I: Background in chaos theory
chao-dyn
2007-05-23 v1 Chaotic Dynamics
Abstract
We derive a locally projective noise reduction scheme for nonlinear time series using concepts from deterministic dynamical systems, or chaos theory. We will demonstrate its effectiveness with an example with known deterministic dynamics and discuss methods for the verification of the results in the case of an unknown deterministic system.
Cite
@article{arxiv.chao-dyn/9805024,
title = {Nonlinear projective filtering I: Background in chaos theory},
author = {H. Kantz and T. Schreiber},
journal= {arXiv preprint arXiv:chao-dyn/9805024},
year = {2007}
}
Comments
4 pages, PS figures, needs nolta.sty