Combined parametric-nonparametric identification of block-oriented systems:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
[2014]
|
| Schriftenreihe: | Lecture notes in control and information sciences
volume 454 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource (XVI, 238 p. 68 illus) |
| ISBN: | 9783319035963 |
| DOI: | 10.1007/978-3-319-03596-3 |
Internformat
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 1015404 |
|---|---|
| _version_ | 1806174832191078400 |
| adam_text | COMBINED PARAMETRIC-NONPARAMETRIC IDENTIFICATION OF BLOCK-ORIENTED
SYSTEMS
/ MZYK, GRZEGORZ
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
HAMMERSTEIN SYSTEM
WIENER SYSTEM
WIENER-HAMMERSTEIN (SANDWICH) SYSTEM
LARGE-SCALE INTERCONNECTED SYSTEMS
STRUCTURE DETECTION AND MODEL ORDER SELECTION
TIME-VARYING SYSTEMS
SIMULATION STUDIES
SUMMARY
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
COMBINED PARAMETRIC-NONPARAMETRIC IDENTIFICATION OF BLOCK-ORIENTED
SYSTEMS
/ MZYK, GRZEGORZ
: 2014
ABSTRACT / INHALTSTEXT
THIS BOOK CONSIDERS A PROBLEM OF BLOCK-ORIENTED NONLINEAR DYNAMIC SYSTEM
IDENTIFICATION IN THE PRESENCE OF RANDOM DISTURBANCES. THIS CLASS OF
SYSTEMS INCLUDES VARIOUS INTERCONNECTIONS OF LINEAR DYNAMIC BLOCKS AND
STATIC NONLINEAR ELEMENTS, E.G., HAMMERSTEIN SYSTEM, WIENER SYSTEM,
WIENER-HAMMERSTEIN ( SANDWICH ) SYSTEM AND ADDITIVE NARMAX SYSTEMS WITH
FEEDBACK. INTERCONNECTING SIGNALS ARE NOT ACCESSIBLE FOR MEASUREMENT.
THE COMBINED PARAMETRIC-NONPARAMETRIC ALGORITHMS, PROPOSED IN THE BOOK,
CAN BE SELECTED DEPENDENTLY ON THE PRIOR KNOWLEDGE OF THE SYSTEM AND
SIGNALS. MOST OF THEM ARE BASED ON THE DECOMPOSITION OF THE COMPLEX
SYSTEM IDENTIFICATION TASK INTO SIMPLER LOCAL SUB-PROBLEMS BY USING
NON-PARAMETRIC (KERNEL OR ORTHOGONAL) REGRESSION ESTIMATION. IN THE
PARAMETRIC STAGE, THE GENERALIZED LEAST SQUARES OR THE INSTRUMENTAL
VARIABLES TECHNIQUE IS COMMONLY APPLIED TO COPE WITH CORRELATED
EXCITATIONS. LIMIT PROPERTIES OF THE ALGORITHMS HAVE BEEN SHOWN
ANALYTICALLY AND ILLUSTRATED IN SIMPLE EXPERIMENTS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Mzyk, Grzegorz |
| author_GND | (DE-588)104732489X |
| author_facet | Mzyk, Grzegorz |
| author_role | aut |
| author_sort | Mzyk, Grzegorz |
| author_variant | g m gm |
| building | Verbundindex |
| bvnumber | BV043209602 |
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| dewey-full | 629.8 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 629 - Other branches of engineering |
| dewey-raw | 629.8 |
| dewey-search | 629.8 |
| dewey-sort | 3629.8 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Mathematik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-3-319-03596-3 |
| format | Electronic eBook |
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| id | DE-604.BV043209602 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T10:55:48Z |
| institution | BVB |
| isbn | 9783319035963 |
| language | English |
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| oclc_num | 864736165 |
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| record_format | marc |
| series | Lecture notes in control and information sciences |
| series2 | Lecture notes in control and information sciences |
| spellingShingle | Mzyk, Grzegorz Combined parametric-nonparametric identification of block-oriented systems Lecture notes in control and information sciences Engineering System theory Statistical physics Control engineering Control Systems Theory, Control Nonlinear Dynamics Ingenieurwissenschaften Nichtlineares dynamisches System (DE-588)4126142-2 gnd |
| subject_GND | (DE-588)4126142-2 |
| title | Combined parametric-nonparametric identification of block-oriented systems |
| title_auth | Combined parametric-nonparametric identification of block-oriented systems |
| title_exact_search | Combined parametric-nonparametric identification of block-oriented systems |
| title_full | Combined parametric-nonparametric identification of block-oriented systems Grzegorz Mzyk |
| title_fullStr | Combined parametric-nonparametric identification of block-oriented systems Grzegorz Mzyk |
| title_full_unstemmed | Combined parametric-nonparametric identification of block-oriented systems Grzegorz Mzyk |
| title_short | Combined parametric-nonparametric identification of block-oriented systems |
| title_sort | combined parametric nonparametric identification of block oriented systems |
| topic | Engineering System theory Statistical physics Control engineering Control Systems Theory, Control Nonlinear Dynamics Ingenieurwissenschaften Nichtlineares dynamisches System (DE-588)4126142-2 gnd |
| topic_facet | Engineering System theory Statistical physics Control engineering Control Systems Theory, Control Nonlinear Dynamics Ingenieurwissenschaften Nichtlineares dynamisches System |
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