Polyharmonic test signals application for identification of nonlinear dynamical systems based on volterra model
Title | Polyharmonic test signals application for identification of nonlinear dynamical systems based on volterra model |
Publication Type | Conference Paper |
Year of Publication | 2017 |
Authors | Pavlenko, V., Speranskyy, V. |
Conference Name | 2017 International Conference on Information and Telecommunication Technologies and Radio Electronics (UkrMiCo) |
Date Published | sep |
Keywords | composability, Dynamical Systems, Fourier transforms, Fourier-images, frequency characteristics, frequency limitations, frequency-domain analysis, Harmonic analysis, interpolations, Kernel, Metrics, multidimensional transfer functions, Nonlinear dynamical systems, Nonlinear system, partial component, polyharmonic signals, polyharmonic test signals application, pubcrawl, resilience, Resiliency, Transfer functions, Volterra equations, Volterra kernel, Volterra kernels, volterra model |
Abstract | The new criterion for selecting the frequencies of the test polyharmonic signals is developed. It allows uniquely filtering the values of multidimensional transfer functions - Fourier-images of Volterra kernel from the partial component of the response of a nonlinear system. It is shown that this criterion significantly weakens the known limitations on the choice of frequencies and, as a result, reduces the number of interpolations during the restoration of the transfer function, and, the more significant, the higher the order of estimated transfer function. |
URL | https://ieeexplore.ieee.org/document/8095372 |
DOI | 10.1109/UkrMiCo.2017.8095372 |
Citation Key | pavlenko_polyharmonic_2017 |
- Nonlinear dynamical systems
- volterra model
- Volterra kernels
- Volterra kernel
- Volterra equations
- Transfer functions
- Resiliency
- resilience
- pubcrawl
- polyharmonic test signals application
- polyharmonic signals
- partial component
- Nonlinear system
- composability
- multidimensional transfer functions
- Metrics
- Kernel
- interpolations
- Harmonic analysis
- frequency-domain analysis
- frequency limitations
- frequency characteristics
- Fourier-images
- Fourier transforms
- Dynamical Systems