Title :
The engineering software tools for nonlinear dynamical systems identification based on Volterra models in frequency domain
Author :
Vitalij Pavlenko;Viktor Speranskyy;Mykola Dombrovskyi
Author_Institution :
Institute of Computer Systems, Odessa National Polytechnic University, 1, Shevchenko av., Odessa, 65044, Ukraine
Abstract :
This paper presents developed engineering software tools used for nonparametric identification of nonlinear dynamical systems based on Volterra models. The polyharmonic test sequences with different amplitudes are used for test procedures in frequency domain. The wavelets application allowed enlarging computational stability of the identification method for measurement noises filtering of received responses and characteristics of the system being identified. The methodology proposed in pervious works and developed software tools applied for construction communication channel models of different orders.
Keywords :
"Nonlinear dynamical systems","Frequency control","Computational modeling","Frequency-domain analysis","Software","Mathematical model","Communication channels"
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
Print_ISBN :
978-1-4673-8359-2
DOI :
10.1109/IDAACS.2015.7340763