Sequential Estimation of States and Parameters of Nonlinear State Space Models Using Particle Filter and Natural Evolution Strategy

2020 ◽  
Author(s):  
Yoshiki Kobayashi ◽  
Isao Ono
Keyword(s):  
Particle Filter ◽  
State Space ◽  
Sequential Estimation ◽  
Evolution Strategy ◽  
State Space Models ◽  
Natural Evolution ◽  
Nonlinear State Space Models ◽  
Nonlinear State

scholarly journals Learning Nonlinear State-Space Models Using Smooth Particle-Filter-Based Likelihood Approximations

2018 ◽  
Vol 51 (15) ◽  
pp. 652-657
Author(s):  
Andreas Svensson ◽  
Fredrik Lindsten ◽  
Thomas B. Schön
Keyword(s):  
Particle Filter ◽  
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
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