Statistical Identification of Kernels of Discrete Nonlinear Systems
| dc.contributor.author | Shcherbakov, M. A. | |
| dc.coverage.issue | 1 | cs |
| dc.coverage.volume | 6 | cs |
| dc.date.accessioned | 2016-05-05T12:01:28Z | |
| dc.date.available | 2016-05-05T12:01:28Z | |
| dc.date.issued | 1997-04 | cs |
| dc.description.abstract | A method for identification of discrete nonlinear systems in terms of the Volterra-Wiener series is presented. It is shown that use of a special, composite-frequency input signal as approximation to Gaussian noise provides a computational efficiency of this method, especially for high order kernels. Orthogonal functionals and consistent estimations for Wiener kernels in the frequency domains are derived for this class of noise input. A basis of the proposed computational procedure for practical identification is the fast Fourier transform (FFT) algorithm which is used both for a generating of system stimuluses and for an analysis of system reactions. | en |
| dc.format | text | cs |
| dc.format.extent | 16-18 | cs |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Radioengineering. 1997, vol. 6, č. 1, s. 16-18. ISSN 1210-2512 | cs |
| dc.identifier.issn | 1210-2512 | |
| dc.identifier.uri | http://hdl.handle.net/11012/58357 | |
| dc.language.iso | en | cs |
| dc.publisher | Společnost pro radioelektronické inženýrství | cs |
| dc.relation.ispartof | Radioengineering | cs |
| dc.relation.uri | http://www.radioeng.cz/fulltexts/1997/97_01_03.pdf | cs |
| dc.rights | Creative Commons Attribution 3.0 Unported License | en |
| dc.rights.access | openAccess | en |
| dc.rights.uri | http://creativecommons.org/licenses/by/3.0/ | en |
| dc.subject | nonlinear systems | en |
| dc.subject | identification | en |
| dc.subject | Volterra-Wiener series | en |
| dc.title | Statistical Identification of Kernels of Discrete Nonlinear Systems | en |
| dc.type.driver | article | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
| eprints.affiliatedInstitution.faculty | Fakulta eletrotechniky a komunikačních technologií | cs |
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