Identification of Parameters of Nonlinear Dynamical Systems Simulated by Volterra Polynomials
- 作者: Boikov I.1, Krivulin N.1
-
隶属关系:
- Penza State University
- 期: 卷 12, 编号 2 (2018)
- 页面: 220-233
- 栏目: Article
- URL: https://journals.rcsi.science/1990-4789/article/view/213042
- DOI: https://doi.org/10.1134/S1990478918020035
- ID: 213042
如何引用文章
详细
We study the identification methods for the nonlinear dynamical systems described by Volterra series. One of the main problems in the dynamical system simulation is the problem of the choice of the parameters allowing the realization of a desired behavior of the system. If the structure of the model is identified in advance, then the solution to this problem closely resembles the identification problem of the system parameters. We also investigate the parameter identification of continuous and discrete nonlinear dynamical systems. The identification methods in the continuous case are based on application of the generalized Borel Theorem in combination with integral transformations. To investigate discrete systems, we use a discrete analog of the generalized Borel Theorem in conjunction with discrete transformations. Using model examples, we illustrate the application of the developed methods for simulation of systems with specified characteristics.
作者简介
I. Boikov
Penza State University
编辑信件的主要联系方式.
Email: i.v.boykov@gmail.com
俄罗斯联邦, ul. Krasnaya 40, Penza, 440026
N. Krivulin
Penza State University
Email: i.v.boykov@gmail.com
俄罗斯联邦, ul. Krasnaya 40, Penza, 440026