System Identification

Research output: Book/ReportBookAcademic

Abstract

Summary System Identification Introduction.- Part I: Data-based Identification.- System Response Methods.- Frequency Response Methods.- Correlation Methods.- Part II: Time-invariant Systems Identification.- Static Systems Identification.- Dynamic Systems Identification.- Part III: Time-varying Systems Identification.- Time-varying Static Systems Identification.- Time-varying Dynamic Systems Identification.- Part IV: Model Validation.- Model Validation Techniques.- Part V: Appendices: Matrix Algebra; Statistics; Laplace, Fourier and z-Transforms; Bode Diagrams; Shift Operator Calculus; Recursive Least-squares Derivation; Dissolved Oxygen Data.
Original languageEnglish
Place of PublicationLondon
PublisherSpringer
Number of pages349
ISBN (Print)9780857295217
Publication statusPublished - 2011

Fingerprint

Identification (control systems)
Dynamical systems
Bode diagrams
Correlation methods
Time varying systems
Dissolved oxygen
Frequency response
Mathematical operators
Statistics
Mathematical transformations

Keywords

  • engineering
  • control
  • image processing
  • speech
  • control theory
  • mechatronics

Cite this

Keesman, K. J. (2011). System Identification. London: Springer.
Keesman, K.J. / System Identification. London : Springer, 2011. 349 p.
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title = "System Identification",
abstract = "Summary System Identification Introduction.- Part I: Data-based Identification.- System Response Methods.- Frequency Response Methods.- Correlation Methods.- Part II: Time-invariant Systems Identification.- Static Systems Identification.- Dynamic Systems Identification.- Part III: Time-varying Systems Identification.- Time-varying Static Systems Identification.- Time-varying Dynamic Systems Identification.- Part IV: Model Validation.- Model Validation Techniques.- Part V: Appendices: Matrix Algebra; Statistics; Laplace, Fourier and z-Transforms; Bode Diagrams; Shift Operator Calculus; Recursive Least-squares Derivation; Dissolved Oxygen Data.",
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author = "K.J. Keesman",
year = "2011",
language = "English",
isbn = "9780857295217",
publisher = "Springer",

}

Keesman, KJ 2011, System Identification. Springer, London.

System Identification. / Keesman, K.J.

London : Springer, 2011. 349 p.

Research output: Book/ReportBookAcademic

TY - BOOK

T1 - System Identification

AU - Keesman, K.J.

PY - 2011

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N2 - Summary System Identification Introduction.- Part I: Data-based Identification.- System Response Methods.- Frequency Response Methods.- Correlation Methods.- Part II: Time-invariant Systems Identification.- Static Systems Identification.- Dynamic Systems Identification.- Part III: Time-varying Systems Identification.- Time-varying Static Systems Identification.- Time-varying Dynamic Systems Identification.- Part IV: Model Validation.- Model Validation Techniques.- Part V: Appendices: Matrix Algebra; Statistics; Laplace, Fourier and z-Transforms; Bode Diagrams; Shift Operator Calculus; Recursive Least-squares Derivation; Dissolved Oxygen Data.

AB - Summary System Identification Introduction.- Part I: Data-based Identification.- System Response Methods.- Frequency Response Methods.- Correlation Methods.- Part II: Time-invariant Systems Identification.- Static Systems Identification.- Dynamic Systems Identification.- Part III: Time-varying Systems Identification.- Time-varying Static Systems Identification.- Time-varying Dynamic Systems Identification.- Part IV: Model Validation.- Model Validation Techniques.- Part V: Appendices: Matrix Algebra; Statistics; Laplace, Fourier and z-Transforms; Bode Diagrams; Shift Operator Calculus; Recursive Least-squares Derivation; Dissolved Oxygen Data.

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KW - controle

KW - beeldverwerking

KW - spraak

KW - regeltheorie

KW - mechatronica

KW - engineering

KW - control

KW - image processing

KW - speech

KW - control theory

KW - mechatronics

M3 - Book

SN - 9780857295217

BT - System Identification

PB - Springer

CY - London

ER -

Keesman KJ. System Identification. London: Springer, 2011. 349 p.