Author/Authors
Wouter Favoreel، نويسنده , , Bart De Moor and Peter Van Overschee، نويسنده ,
DocumentNumber
1384336
Title Of Article
Subspace state space system identification for industrial processes
شماره ركورد
11599
Latin Abstract
We give a general overview of the state-of-the-art in subspace system identi®cation methods. We have restricted ourselves to the
most important ideas and developments since the methods appeared in the late eighties. First, the basics of linear subspace identi-
®cation are summarized. Dierent algorithms one ®nds in literature (such as N4SID, IV-4SID, MOESP, CVA) are discussed and
put into a unifying framework. Further, a comparison between subspace identi®cation and prediction error methods is made on
the basis of computational complexity and precision of the methods by applying them on 10 industrial data sets.
From Page
149
NaturalLanguageKeyword
System identi®cation , Multivariable systems , Linear algebra , subspace methods , State-space models
JournalTitle
Studia Iranica
To Page
155
To Page
155
Link To Document