System Identification

K.J. Keesman

Research output: Book/Report › Book › Academic

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

System Identification. / Keesman, K.J.

London : Springer, 2011. 349 p.

Research output: Book/Report › Book › Academic

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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 - image processing

KW - speech

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KW - mechatronics

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