Some Aspects on Nonlinear System Identification
2006 (English)In: Proceedings of the 14th IFAC Symposium on System Identification, 2006, 553-564 p.Conference paper (Refereed)
Identification of nonlinear systems is a very extensive problem, with roots and branches in several diverse fields. It is not possible to survey the area in a short text. The current presentation gives a subjective view on some essential features in the area. These concern a classification of methods, the use of different shades of grey in models, and some overall issues like bias-variance trade-offs, data sparseness and the peril of local minima.
Place, publisher, year, edition, pages
2006. 553-564 p.
Nonlinear systems, Identification
Engineering and Technology Control Engineering
IdentifiersURN: urn:nbn:se:liu:diva-35853DOI: 10.3182/20060329-3-AU-2901.00085Local ID: 28785ISBN: 978-3-902661-02-9OAI: oai:DiVA.org:liu-35853DiVA: diva2:256701
14th IFAC Symposium on System Identification, Newcastle, Australia, March, 2006