scholarly journals Estimating model-error covariances in nonlinear state-space models using Kalman smoothing and the expectation-maximization algorithm

2017 ◽  
Vol 143 (705) ◽  
pp. 1877-1885 ◽  
Author(s):  
D. Dreano ◽  
P. Tandeo ◽  
M. Pulido ◽  
B. Ait-El-Fquih ◽  
T. Chonavel ◽  
...  
Keyword(s):  
State Space ◽  
Expectation Maximization ◽  
Expectation Maximization Algorithm ◽  
Model Error ◽  
State Space Models ◽  
Kalman Smoothing ◽  
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

scholarly journals Multilinear Approximation of Nonlinear State Space Models

2014 ◽  
Vol 47 (3) ◽  
pp. 9474-9479 ◽  
Author(s):  
Kai Kruppa ◽  
Georg Pangalos ◽  
Gerwald Lichtenberg
Keyword(s):  
State Space ◽  
State Space Models ◽  
Nonlinear State Space Models ◽  
Nonlinear State
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