About: System Identification Using Mixed Total Least Squares by Rotating the System of Coordinates

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Není k dispozici (cs) Real time system parameter estimation from the set of input-output data is usually solved by the quadratic norm minimization of system equations errors - known as least squares (LS). But measurement errors are also in the data matrix and so it is necessary to use modification known astotal least squares (TLS) or mixed LS and TLS. TLS or mixed LS and TLS problem is usually solved by the SVD decomposition of system matrix. So it is difficult to update the solution when the new data are obtained. In the article the new original method using iterative solution of the least squares based on the rotating systém of coordinates [4] is described. The idea of the method is based on the fact that in some special cases the LS and TLS solutions are identical. Real time system parameter estimation from the set of input-output data is usually solved by the quadratic norm minimization of system equations errors - known as least squares (LS). But measurement errors are also in the data matrix and so it is necessary to use modification known astotal least squares (TLS) or mixed LS and TLS. TLS or mixed LS and TLS problem is usually solved by the SVD decomposition of system matrix. So it is difficult to update the solution when the new data are obtained. In the article the new original method using iterative solution of the least squares based on the rotating systém of coordinates [4] is described. The idea of the method is based on the fact that in some special cases the LS and TLS solutions are identical. (en)
Title	Není k dispozici (cs) System Identification Using Mixed Total Least Squares by Rotating the System of Coordinates System Identification Using Mixed Total Least Squares by Rotating the System of Coordinates (en)
skos:prefLabel	Není k dispozici (cs) System Identification Using Mixed Total Least Squares by Rotating the System of Coordinates System Identification Using Mixed Total Least Squares by Rotating the System of Coordinates (en)
skos:notation	RIV/68407700:21230/05:03107160!RIV06-GA0-21230___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GD102/03/H116), P(LA 184)
http://linked.open...vai/riv/dodaniDat	2006
http://linked.open...aciTvurceVysledku	Pachner, Daniel Štecha, Jan Pekař, Jaroslav Cepák, Milan
http://linked.open.../riv/druhVysledku	A(V) - Audiovizuální tvorba se vzdáleným přístupem
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	545822
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/05:03107160
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	ARX model; Identification; Least squares; Total Least squares (en)
http://linked.open.../riv/klicoveSlovo	Least squares Identification ARX model Total Least squares
http://linked.open...i/riv/kodPristupu	L
http://linked.open...ontrolniKodProRIV	[4946F4273012]
http://linked.open...i/riv/mistoVydani	Calgary
http://linked.open...n/vavai/riv/nosic	neuvedeno
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	http://linked.opendata.cz/resource/domain/vavai/projekt/LA%20184 TALENT - coordinated education of Ph. D. students in control engineering and robotics
http://linked.open...UplatneniVysledku	2005
http://linked.open...iv/tvurceVysledku	Štecha, Jan Pekař, Jaroslav Pachner, Daniel Cepák, Milan
https://schema.org/isbn	0-88986-474-8
http://localhost/t...ganizacniJednotka	21230

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