Editors:
- An exhaustive treatment of an important area of nonlinear systems research
- Large and international author pool ensures authoritative treatment
- Presents results illustrated by applications in biomedical and physiological systems
Part of the book series: Lecture Notes in Control and Information Sciences (LNCIS, volume 404)
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Table of contents (24 chapters)
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Front Matter
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Block-oriented Nonlinear Models
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Front Matter
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Iterative and Overparameterization Methods
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Front Matter
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Stochastic Methods
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Front Matter
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SVM, Subspace and Separable Least-squares
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Front Matter
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About this book
Reviews
From the reviews:
“The book covers a wide range of topics dealing with identification of block-oriented nonlinear structures. The topics are carefully selected and no important topics are left out. Many topics are treated in depth using a plethora of tools from probability theory, statistics and signal theory. This makes the book an indispensable and valuable resource for any researcher in the field of nonlinear system identification.” (Adam Krzyżak, Mathematical Reviews, Issue 2012 e)Editors and Affiliations
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Laboratoire GREYC, Ensicaen, Caen Cedex, France
Fouad Giri
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Seamans Center for the Engineering Arts and Sciences, The University of Iowa, Iowa City, USA
Er-Wei Bai
About the editors
Fouad GIRI received his PhD in automatic control from the Institut National Polytechnique of Grenoble, France, in 1988. He is Professor at the University of Caen basse-Normandie, Caen, France and member of the GREYC Lab (CNRS UMR 6072). He has served as associate editor for several journals including Control Engineering Practice and as a member of IFAC Technical Commitees on Modeling Identification and Signal Processing, and Adaptive and Learning Systems. His research interests include nonlinear system identification, nonlinear, adaptive and constrained control, and the application of identification and control theory to power converters and electric machines. He has published over 170 journal/conference papers on these topics and co-authored two textbooks on automatic control.
Er-Wei BAI received his PhD from the University of California in Berkeley in 1987 and is Professor of Electrical Engineering at the University of Iowa. He is an IEEE Fellow and an author/co-author of over 140 journal papers in the area. He has served as associate editor for a number of journals including IEEE Transactions on Automatic Control and Automatica. He currently serves as a member of the IEEE CSS Technical Committee on Identification and Adaptive Control and the IFAC Technical Committee on Modeling, Identification and Signal Processing
Bibliographic Information
Book Title: Block-oriented Nonlinear System Identification
Editors: Fouad Giri, Er-Wei Bai
Series Title: Lecture Notes in Control and Information Sciences
DOI: https://doi.org/10.1007/978-1-84996-513-2
Publisher: Springer London
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag London 2010
Softcover ISBN: 978-1-84996-512-5Published: 18 August 2010
eBook ISBN: 978-1-84996-513-2Published: 22 September 2010
Series ISSN: 0170-8643
Series E-ISSN: 1610-7411
Edition Number: 1
Number of Pages: XX, 426
Number of Illustrations: 50 b/w illustrations
Topics: Control and Systems Theory, Life Sciences, general, Applications of Mathematics, Systems Theory, Control, Systems Biology, Systems Biology