On System Identification of Nonlinear State-Space Models Based on Variational Bayes: Multimodal Distribution Case

2018 ◽  
Author(s):  
Akihiro Taniguchi ◽  
Kenji Fujimoto ◽  
Yoshiharu Nishida
Keyword(s):  
System Identification ◽  
State Space ◽  
Variational Bayes ◽  
State Space Models ◽  
Multimodal Distribution ◽  
Nonlinear State Space Models ◽  
Nonlinear State

scholarly journals System identification of nonlinear state-space models

Automatica ◽  
2011 ◽  
Vol 47 (1) ◽  
pp. 39-49 ◽  
Author(s):  
Thomas B. Schön ◽  
Adrian Wills ◽  
Brett Ninness
Keyword(s):  
System Identification ◽  
State Space ◽  
State Space Models ◽  
Nonlinear State Space Models ◽  
Nonlinear State

scholarly journals Identification of the Silverbox Benchmark Using Nonlinear State-Space Models

2012 ◽  
Vol 45 (16) ◽  
pp. 632-637 ◽  
Author(s):  
Anna Marconato ◽  
Jonas Sjöberg ◽  
Johan Suykens ◽  
Johan Schoukens
Keyword(s):  
State Space ◽  
State Space Models ◽  
Nonlinear State Space Models ◽  
Nonlinear State

Estimation methods for nonlinear state-space models in ecology

2011 ◽  
Vol 222 (8) ◽  
pp. 1394-1400 ◽  
Author(s):  
M.W. Pedersen ◽  
C.W. Berg ◽  
U.H. Thygesen ◽  
A. Nielsen ◽  
H. Madsen
Keyword(s):  
State Space ◽  
State Space Models ◽  
Estimation Methods ◽  
Nonlinear State Space Models ◽  
Nonlinear State
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