liu.seSearch for publications in DiVA
Change search
ReferencesLink to record
Permanent link

Direct link
Identification of Block-oriented Systems Using the Invariance Property
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2010 (English)In: Block-Oriented Nonlinear System Identification / [ed] Fouad Giri and Er-Wei Bai, Springer London, 2010, 147-158 p.Chapter in book (Refereed)
Abstract [en]

Block-oriented Nonlinear System Identification deals with an area of research that has been very active since the turn of the millennium. The book makes a pedagogical and cohesive presentation of the methods developed in that time. These include: iterative and over-parameterization techniques; stochastic and frequency approaches; support-vector-machine, subspace, and separable-least-squares methods; blind identification method; bounded-error method; and decoupling inputs approach.The identification methods are presented by authors who have either invented them or contributed significantly to their development. All the important issues e.g., input design, persistent excitation, and consistency analysis, are discussed. The practical relevance of block-oriented models is illustrated through biomedical/physiological system modelling. The book will be of major interest to all those who are concerned with nonlinear system identification whatever their activity areas. This is particularly the case for educators in electrical, mechanical, chemical and biomedical engineering and for practising engineers in process, aeronautic, aerospace, robotics and vehicles control. Block-oriented Nonlinear System Identification serves as a reference for active researchers, new comers, industrial and education practitioners and graduate students alike.

Place, publisher, year, edition, pages
Springer London, 2010. 147-158 p.
, Lecture Notes in Control and Information Sciences, ISSN 0170-8643 ; 404
Keyword [en]
Nonlinear system identification, Over-parameterization techniques, Stochastic and frequency approaches
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-63324DOI: 10.1007/978-1-84996-513-2_10ISBN: 978-1-84996-512-5ISBN: 978-1-84996-513-2OAI: diva2:378119
Available from: 2010-12-15 Created: 2010-12-15 Last updated: 2013-09-29Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full text

Search in DiVA

By author/editor
Enqvist, Martin
By organisation
Automatic ControlThe Institute of Technology
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Altmetric score

Total: 97 hits
ReferencesLink to record
Permanent link

Direct link