ON SAMPLING AND PREFILTERING IN NONLINEAR SYSTEM IDENTIFICATION

Autor: Luigi Piroddi, W. Spinelli, Marco Lovera
Rok vydání: 2006
Předmět:
Zdroj: IFAC Proceedings Volumes. 39:1009-1014
ISSN: 1474-6670
DOI: 10.3182/20060329-3-au-2901.00161
Popis: A number of design variables is available in system identification to increase model accuracy in specified frequency bands: among others, one can resort to prefiltering or choose the sampling interval in a suitable way. In this paper a framework for the extension of the analysis of the role of sampling and prefiltering from linear to nonlinear system identification is proposed. In particular, a frequency domain interpretation is provided, based on the use of Volterra series representations for the true system and the considered model structure. Simulation results illustrate the conclusions of the analysis.
Databáze: OpenAIRE