A System Identification Software Tool for General MISO ARX-Type of Model Structures
1996 (English)Report (Other academic)
The typical system identification procedure requires powerful and versatile software means. In this paper we describe and exemplify the use of a prototype identi#cation software tool, applicable for the rather broad class of multi input single output model structures with regressors that are formed by delayed in- and outputs. Interesting special instances of this model structure category include, e.g., linear ARX and many semi-physical structures, feed-forward neural networks, radial basis function networks, hinging hyperplanes, certain fuzzy structures, etc., as well as anyhybrid obtained by combining an arbitrary number of such approaches.
Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 1996. , 29 p.
LiTH-ISY-R, ISSN 1400-3902 ; 1918
System identication software tools matlab MISO systems linear and nonlinear
IdentifiersURN: urn:nbn:se:liu:diva-55379ISRN: LITH-ISY-R-1918OAI: oai:DiVA.org:liu-55379DiVA: diva2:316001
FunderSwedish Research Council