Автор |
R. Huerta |
Автор |
C. Santa Cruz |
Автор |
J. R. Dorronsoro |
Автор |
V. López |
Дата выпуска |
1995-01-01 |
dc.description |
A technique for local state-space reconstruction is proposed. It is based on the local scalar product of flow vectors coming from a state-space reconstruction of a scalar time series. This technique leads to a set of dimensions in which the regions of the system are well embedded. It is particularly useful for detecting those regions of a high-dimensional system that can be modelled with a low-dimensional system. The simplicity and the effectiveness of the method is shown in the Lorentz attractor and the Mackey-Glass system. |
Формат |
application.pdf |
Издатель |
Institute of Physics Publishing |
Название |
Local State-Space Reconstruction Using Averaged Scalar Products of the Dynamical-System Flow Vectors |
Тип |
lett |
DOI |
10.1209/0295-5075/29/1/003 |
Electronic ISSN |
1286-4854 |
Print ISSN |
0295-5075 |
Журнал |
EPL (Europhysics Letters) |
Том |
29 |
Первая страница |
13 |
Последняя страница |
18 |
Аффилиация |
R. Huerta; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain |
Аффилиация |
C. Santa Cruz; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain |
Аффилиация |
J. R. Dorronsoro; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain |
Аффилиация |
V. López; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain |
Выпуск |
1 |