Pre-processing of Data for Nonlinear Mapping

Article type: Research Article

Authors: Montvilas, Algirdas Mykolas

Affiliations: Institute of Mathematics and Informatics, A. Goštauto 12, 2600 Vilnius, Lithuania. E-mail: montvila@ktl.mii.lt

Abstract: The sequential nonlinear mapping is suitable for sequential detection of states of dynamic systems (Montvilas, 1999a). In addition, it can indicate the undesirable states and even the damages of dynamic systems. The last is complicated when the damage is caused by a small changing of respective parameter describing the state. In the paper the problem of nonlinear mapping to be sensitive for the small changing of parameters and the problem related with dimensionality of parameters are solved by using a special pre-processing of data. Examples are given.

Keywords: nonlinear mapping, dynamic systems, states estimation, pre-processing of data

DOI: 10.3233/INF-2001-12305

Journal: Informatica, vol. 12, no. 3, pp. 431-438, 2001