Holdings: Combined parametric-nonparametric identification of block-oriented systems

Combined parametric-nonparametric identification of block-oriented systems:

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Bibliographic Details
Main Author:	Mzyk, Grzegorz (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham Springer International Publishing [2014]
Series:	Lecture notes in control and information sciences volume 454
Subjects:	Engineering System theory Statistical physics Control engineering Control Systems Theory, Control Nonlinear Dynamics Ingenieurwissenschaften Nichtlineares dynamisches System
Online Access:	BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online Ressource (XVI, 238 p. 68 illus)
ISBN:	9783319035963
DOI:	10.1007/978-3-319-03596-3

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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.
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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
url	https://doi.org/10.1007/978-3-319-03596-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632763&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632763&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV014011570
work_keys_str_mv	AT mzykgrzegorz combinedparametricnonparametricidentificationofblockorientedsystems

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