Vai al contenuto principale della pagina

Identification of nonlinear physiological systems / / David T. Westwick, Robert E. Kearney



(Visualizza in formato marc)    (Visualizza in BIBFRAME)

Autore: Westwick David T. Visualizza persona
Titolo: Identification of nonlinear physiological systems / / David T. Westwick, Robert E. Kearney Visualizza cluster
Pubblicazione: [Piscataway, New Jersey?] : , : IEEE Press, , c2003
[Piscataqay, New Jersey] : , : IEEE Xplore, , [2005]
Descrizione fisica: 1 PDF (xii, 261 pages) : illustrations
Disciplina: 612/.01/5118
Soggetto topico: Physiology - Mathematical models
Nonlinear systems
Statistics as Topic
Nonlinear Dynamics
Computer Simulation
Models, Biological
Physiological Phenomena
Health Care Evaluation Mechanisms
Computing Methodologies
Models, Theoretical
Phenomena and Processes
Epidemiologic Methods
Mathematics
Investigative Techniques
Natural Science Disciplines
Public Health
Information Science
Quality of Health Care
Disciplines and Occupations
Analytical, Diagnostic and Therapeutic Techniques and Equipment
Health Care Quality, Access, and Evaluation
Environment and Public Health
Health Care
Physiology
Human Anatomy & Physiology
Health & Biological Sciences
Soggetto non controllato: Systems Engineering
Altri autori: KearneyRobert E. <1947->  
Note generali: "IEEE Engineering in Medicine and Biology Society, Sponsor."
Nota di bibliografia: Includes bibliographical references (p. 251-257) and index.
Nota di contenuto: 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.
Sommario/riassunto: 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.
Titolo autorizzato: Identification of nonlinear physiological systems  Visualizza cluster
ISBN: 1-280-55705-2
9786610557059
0-471-72295-2
0-471-72296-0
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910830004803321
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Serie: IEEE Press series on biomedical engineering ; ; 17