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

• Autore: Westwick David T.
• 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
• 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
• Serie: IEEE Press series on biomedical engineering ; ; 17