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Identification of nonlinear physiological systems

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. * Pro...

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Bibliographic Details
Main Authors: Westwick, David T
Corporate Authors: IEEE Engineering in Medicine and Biology Society; John Wiley & Sons
Group Author: Kearney, Robert E., 1947
Published:
Literature type: Electronic eBook
Language: English
Series: IEEE Press series on biomedical engineering
Subjects:
Physiology > Mathematical models
Nonlinear systems
Nonlinear Dynamics
Physiological Phenomena
Computer simulation
Models, Biological
Statistics as Topic > methods
Mathematisches Modell
Biomathematik
Physiologie
Nichtlineares System
Systems Engineering.
Electronic books
Online Access: http://onlinelibrary.wiley.com/book/10.1002/0471722960
Summary: 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.
Item Description: "IEEE Engineering in Medicine and Biology Society, Sponsor."
Carrier Form: 1 online resource (xii, 261 pages) : illustrations.
Bibliography: Includes bibliographical references (pages 251-257) and index.
ISBN: 0471274569
9780471274568
0471722960
9780471722960
Index Number: QP33
CLC: R33
Contents: Machine generated contents note: 1. Introduction -- 2. Background -- 3. Models of Linear Systems -- 4. Models of Nonlinear Systems -- 5. Identification of Linear Systems -- 6. Correlation-Based Methods -- 7. Explicit Least-Squares Methods -- 8. Iterative Least-Squares Methods.

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