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  • 1
    UID:
    edocfu_9959327971602883
    Format: 1 online resource (xii, 261 pages) : , illustrations
    ISBN: 0471274569 , 9780471274568 , 0471722960 , 9780471722960
    Series Statement: IEEE Press series on biomedical engineering
    Content: Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date. * Enables the reader to use a wide variety of nonlinear system identification techniques. * Offers a thorough treatment of the underlying theory. * Provides a MATLAB toolbox containing implementation of the latest identification methods together with an extensive set of problems using realistic data sets.
    Note: "IEEE Engineering in Medicine and Biology Society, Sponsor." , Ch. 1. Introduction, p. 1-12 -- ch. 2. Background, p. 13-38 -- ch. 3. Models of Linear Systems, p. 39-56 -- ch. 4. Models of Nonlinear Systems, p. 57-101 -- ch. 5. Identification of Linear Systems, p. 103-123 -- ch. 6. Correlation-Based Methods, p. 125-167 -- ch. 7. Explicit Least-Squares Methods, p. 169-206 -- ch. 8. Iterative Least-Squares Methods, p. 207-250.
    Additional Edition: Print version: Westwick, David T. Identification of nonlinear physiological systems. [Piscataway, N.J.?] : IEEE Press ; Hoboken, NJ : Wiley-Interscience, ©2003 ISBN 0471274569
    Language: English
    Keywords: Electronic books. ; Electronic books.
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  • 2
    UID:
    almafu_9959327971602883
    Format: 1 online resource (xii, 261 pages) : , illustrations
    ISBN: 0471274569 , 9780471274568 , 0471722960 , 9780471722960
    Series Statement: IEEE Press series on biomedical engineering
    Content: Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date. * Enables the reader to use a wide variety of nonlinear system identification techniques. * Offers a thorough treatment of the underlying theory. * Provides a MATLAB toolbox containing implementation of the latest identification methods together with an extensive set of problems using realistic data sets.
    Note: "IEEE Engineering in Medicine and Biology Society, Sponsor." , Ch. 1. Introduction, p. 1-12 -- ch. 2. Background, p. 13-38 -- ch. 3. Models of Linear Systems, p. 39-56 -- ch. 4. Models of Nonlinear Systems, p. 57-101 -- ch. 5. Identification of Linear Systems, p. 103-123 -- ch. 6. Correlation-Based Methods, p. 125-167 -- ch. 7. Explicit Least-Squares Methods, p. 169-206 -- ch. 8. Iterative Least-Squares Methods, p. 207-250.
    Additional Edition: Print version: Westwick, David T. Identification of nonlinear physiological systems. [Piscataway, N.J.?] : IEEE Press ; Hoboken, NJ : Wiley-Interscience, ©2003 ISBN 0471274569
    Language: English
    Keywords: Electronic books. ; Electronic books. ; Electronic books. ; Electronic books.
    Library Location Call Number Volume/Issue/Year Availability
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  • 3
    Book
    Book
    Piscataway, N.J. :IEEE Press, | Hoboken, NJ :Wiley-Interscience.
    UID:
    almatuudk_BV021818341
    Format: XII, 261 S. : , Ill. ; , 25 cm.
    ISBN: 978-0-471-27456-8 , 0-471-27456-9
    Series Statement: IEEE Press series on biomedical engineering
    Note: "IEEE Engineering in Medicine and Biology Society, Sponsor.". - Includes bibliographical references (p. 251-257) and index
    Language: English
    Subjects: Engineering
    RVK:
    Keywords: Physiologie ; Systemidentifikation ; Nichtlineares System
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  • 4
    Online Resource
    Online Resource
    [Piscataway, New Jersey?] :IEEE Press, | [Piscataqay, New Jersey] :IEEE Xplore,
    UID:
    almatuudk_9923020303602884
    Format: 1 PDF (xii, 261 pages) : , illustrations.
    ISBN: 1-280-55705-2 , 9786610557059 , 0-471-72295-2 , 0-471-72296-0
    Series Statement: IEEE Press series on biomedical engineering ; 17
    Content: Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date. * Enables the reader to use a wide variety of nonlinear system identification techniques. * Offers a thorough treatment of the underlying theory. * Provides a MATLAB toolbox containing implementation of the latest identification methods together with an extensive set of problems using realistic data sets.
    Note: "IEEE Engineering in Medicine and Biology Society, Sponsor." , Preface. -- 1. Introduction. -- 1.1 Signals. -- 1.2 Systems and Models. -- 1.3 System Modeling. -- 1.4 System Identification. -- 1.5 How Common are Nonlinear Systems? -- 2. Background. -- 2.1 Vectors and Matrices. -- 2.2 Gaussian Random Variables. -- 2.3 Correlation Functions. -- 2.4 Mean-Square Parameter Estimation. -- 2.5 Polynomials. -- 2.6 Notes and References. -- 2.7 Problems. -- 2.8 Computer Exercises. -- 3. Models of Linear Systems. -- 3.1 Linear Systems. -- 3.2 Nonparametric Models. -- 3.3 Parametric Models. -- 3.4 State-Space Models. -- 3.5 Notes and References. -- 3.6 Theoretical Problems. -- 3.7 Computer Exercises. -- 4. Models of Nonlinear Systems. -- 4.1 The Volterra Series. -- 4.2 The Wiener Series. -- 4.3 Simple Block Structures. -- 4.4 Parallel Cascades. -- 4.5 The Wiener-Bose Model. -- 4.6 Notes and References. -- 4.7 Theoretical Problems. -- 4.8 Computer Exercises. -- 5. Identification of Linear Systems. -- 5.1 Introduction. -- 5.2 Nonparametric Time-Domain Models. -- 5.3 Frequency Response Estimation. -- 5.4 Parametric Methods. -- 5.5 Notesand References. -- 5.6 Computer Exercises. -- 6. Correlation-Based Methods. -- 6.1 Methods for Functional Expansions. -- 6.2 Block Structured Models. -- 6.3 Problems. -- 6.4 Computer Exercises. -- 7. Explicit Least-Squares Methods. -- 7.1 Introduction. -- 7.2 The Orthogonal Algorithms. -- 7.3 Expansion Bases. -- 7.4 Principal Dynamic Modes. -- 7.5 Problems. -- 7.6 Computer Exercises. -- 8. Iterative Least-Squares Methods. -- 8.1 Optimization Methods. -- 8.2 Parallel Cascade Methods. -- 8.3 Application: Visual Processing in the Light Adapted Fly Retina. -- 8.4 Problems -- 8.5 Computer Exercises. -- References. -- Index. -- IEEE Press Series in Biomedical Engineering. , Also available in print. , English
    Additional Edition: ISBN 0-471-27456-9
    Language: English
    Library Location Call Number Volume/Issue/Year Availability
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