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EBOOK
Author Tóth, Roland.
Title Modeling and identification of linear parameter-varying systems / Roland Toth.
Imprint Berlin : Springer, 2010.

LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
View online
Author Tóth, Roland.
Series Lecture notes in control and information sciences, 0170-8643 ; 403
Lecture notes in control and information sciences ; 403.
Subject Control theory.
System analysis.
LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
View online
Author Tóth, Roland.
Series Lecture notes in control and information sciences, 0170-8643 ; 403
Lecture notes in control and information sciences ; 403.
Subject Control theory.
System analysis.
Description 1 online resource (xxiv, 319 pages) : figure (some color), table.
polychrome rdacc
Bibliography Note Includes bibliographical references and index.
Summary Annotation This book aims to bridge the gap between Linear Parameter-Varying (LPV) modeling and control by investigating fundamental questions of modeling and identification. It explores missing details of LPV system theory that have hindered the formulation of a well established identification framework. By proposing a unified LPV system theory, based on a behavioral approach, the concepts of representations, equivalence transformations and means to compare model structures are re-established, giving a solid basis for an identification theory. It is also explored when and how first-principle nonlinear models can be efficiently converted to LPV descriptions detailing possible pitfalls. Building on well-founded system theoretical concepts, the classical LTI prediction-error framework is extended to the LPV case via the use of series-expansion representations. The book is written as a research monograph with a broad scope, trying to cover the key issues from system theory to modeling and identification. It is meant to be interesting for both researchers and engineers but also for graduate students in systems and control who would like to learn about the LPV framework.
Contents LTI System Identification and the Role of OBFs -- LPV Systems and Representations -- LPV Equivalence Transformations -- LPV Series-Expansion Representations -- Discretization of LPV Systems -- LPV Modeling of Physical Systems -- Optimal Selection of OBFs -- LPV Identification via OBFs.
Note Print version record.
ISBN 9783642138126
3642138128
364213811X (acid-free paper)
9783642138119 (acid-free paper)
1280005130
9781280005138
ISBN/ISSN 10.1007/978-3-642-13812-6
OCLC # 663096096
Additional Format Print version: Toth, Roland. Modeling and identification of linear parameter-varying systems. Berlin : Springer, 2010 9783642138119 364213811X (OCoLC)646006836


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