Some Aspects on Nonlinear System Identification
2007 (English)Report (Other academic)
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
Linköping: Linköping University Electronic Press, 2007. , 15 p.
LiTH-ISY-R, ISSN 1400-3902 ; 2785
Nonlinear systems, Identification
IdentifiersURN: urn:nbn:se:liu:diva-56051ISRN: LiTH-ISY-R-2785OAI: oai:DiVA.org:liu-56051DiVA: diva2:316889