| dc.contributor.author | Akçay, Hüseyin | |
| dc.date.accessioned | 2019-10-21T20:40:52Z | |
| dc.date.available | 2019-10-21T20:40:52Z | |
| dc.date.issued | 2010 | |
| dc.identifier.issn | 0005-1098 | |
| dc.identifier.uri | https://dx.doi.org/10.1016/j.automatica.2009.11.009 | |
| dc.identifier.uri | https://hdl.handle.net/11421/20533 | |
| dc.description | WOS: 000274758400016 | en_US |
| dc.description.abstract | In this paper, we study instrumental variable subspace identification of multi-input/multi-output linear-time-invariant, discrete-time systems from non-uniformly spaced frequency response measurements. A particular algorithm, which does not require noise covariance function to be known a priori is shown to be strongly consistent provided that disturbances have uniformly bounded second-order moments and the frequencies satisfy a certain regularity condition. Interpolation properties of this algorithm and a related one are also studied. A numerical example illustrating the properties of the Studied algorithms is presented | en_US |
| dc.description.sponsorship | Interuniversity Attraction Poles Programme | en_US |
| dc.description.sponsorship | The work reported in this paper was done while the author was visiting the Center for Systems Engineering and Applied Mechanics (CESAME), Catholic University of Louvain, on leave from Anadolu University. This paper presents research results of the Belgian Network DYSCO (Dynamical Systems, Control, and Optimization), funded by the Interuniversity Attraction Poles Programme, initiated by the Belgian State, Science Policy Office. The scientific responsibility rests with its author. The author would like to thank the associate editor and the reviewers of the manuscript for helpful remarks and references. | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | Pergamon-Elsevier Science LTD | en_US |
| dc.relation.isversionof | 10.1016/j.automatica.2009.11.009 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | System Identification | en_US |
| dc.subject | Subspace Methods | en_US |
| dc.subject | Frequency Response Data | en_US |
| dc.subject | Non-Uniformly Spaced Frequencies | en_US |
| dc.subject | Instrumental Variables | en_US |
| dc.title | An insight into instrumental variable frequency-domain subspace identification | en_US |
| dc.type | article | en_US |
| dc.relation.journal | Automatica | en_US |
| dc.contributor.department | Anadolu Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü | en_US |
| dc.identifier.volume | 46 | en_US |
| dc.identifier.issue | 2 | en_US |
| dc.identifier.startpage | 375 | en_US |
| dc.identifier.endpage | 382 | en_US |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US] |
| dc.contributor.institutionauthor | Akçay, Hüseyin | |
