Variational Bayesian identification for bilinear state space models with Markov‐switching time delays

2020 ◽  
Vol 30 (17) ◽  
pp. 7478-7495
Author(s):  
Qiuling Fei ◽  
Junxia Ma ◽  
Weili Xiong ◽  
Fan Guo
Keyword(s):  
State Space ◽  
Time Delays ◽  
Switching Time ◽  
Markov Switching ◽  
State Space Models ◽  
Variational Bayesian ◽  
Bayesian Identification

Bayesian identification of non-linear state-space models: Part I- Input design

2013 ◽  
Vol 46 (32) ◽  
pp. 774-779 ◽  
Author(s):  
Aditya Tulsyan ◽  
Swanand R Khare ◽  
Biao Huang ◽  
R. Bhushan Gopaluni ◽  
J. Fraser Forbes
Keyword(s):  
State Space ◽  
State Space Models ◽  
Bayesian Identification ◽  
Input Design ◽  
Non Linear ◽  
Linear State

Bayesian identification of non-linear state-space models: Part II- Error analysis

2013 ◽  
Vol 46 (32) ◽  
pp. 631-636 ◽  
Author(s):  
Aditya Tulsyan ◽  
Biao Huang ◽  
R. Bhushan Gopaluni ◽  
J. Fraser Forbes
Keyword(s):  
Error Analysis ◽  
State Space ◽  
State Space Models ◽  
Bayesian Identification ◽  
Non Linear ◽  
Linear State
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