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Identification of continuous systems

Author: Heinz Unbehauen; Ganti Prasada Rao
Publisher: Amsterdam ; New York : North-Holland ; New York, N.Y., U.S.A. : Sole distributors for the U.S.A. and Canada, Elsevier Science, 1987.
Series: North-Holland systems and control series, v. 10.
Edition/Format:   Print book : EnglishView all editions and formats
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Additional Physical Format: Online version:
Unbehauen, Heinz.
Identification of continuous systems.
Amsterdam ; New York : North-Holland ; New York, N.Y., U.S.A. : Sole distributors for the U.S.A. and Canada, Elsevier Science, 1987
(OCoLC)624476161
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Heinz Unbehauen; Ganti Prasada Rao
ISBN: 0444703160 9780444703163
OCLC Number: 16527224
Description: xv, 378 pages : illustrations ; 24 cm.
Contents: Introduction. Continuous-Time Models of Dynamical Systems. Nonparametric Models. Parametric Models. Stochastic Models of Linear Time-Invariant Systems. Models of Distributed Parameter Systems (DPS). Signals and their Representations. Functions in the Ordinary Sense. Distribution or Generalized Functions. Identification of Linear Time-Invariant (LTIV) Systems via Nonparametric Models. The Role of Nonparametric Models in Continuous System Identification. Test Signals for System Identification. Identification of Linear Time-Invariant Systems - Time-Domain Approach. Frequency-Domain Approach. Methods for Obtaining Transfer Functions from Nonparametric Models. Numerical Transformations between Time- and Frequency-Domains. Parameter Estimation for Continuous-Time Models. The Primary Stage. The Secondary Stage: Parameter Estimation. Identification of Linear Systems Using Adaptive Models. Gradient Methods. Frequency-Domain. Stability Theory. Linear Filters. Identification of Multi-Input Multi-Output (MIMO) Systems, Distributed Parameter Systems (DPS) and Systems with Unknown Delays and Nonlinear Elements. MIMO Systems. Time-Varying Parameter Systems (TVPS). Lumped Systems with Unknown Time-Delays. Identification of Systems with Unknown Nonlinear Elements. Identification of Distributed Parameter Systems. Determination of System Structure. Index.
Series Title: North-Holland systems and control series, v. 10.
Responsibility: Heinz Unbehauen and Ganti Prasada Rao.
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