scholarly journals A Bayesian solution to the multiple composite hypothesis testing for fault diagnosis in dynamic systems

Automatica ◽  
2011 ◽  
Vol 47 (1) ◽  
pp. 158-163 ◽  
Author(s):  
Davi Antônio dos Santos ◽  
Takashi Yoneyama
Keyword(s):  
Fault Diagnosis ◽  
Hypothesis Testing ◽  
Dynamic Systems ◽  
Composite Hypothesis

Multidimensional State Estimation With Multiple Composite Hypothesis Testing in the Presence of Interference

1988 ◽  
Vol 110 (3) ◽  
pp. 297-302
Author(s):  
K. Demirbas
Keyword(s):  
Hypothesis Testing ◽  
State Estimation ◽  
Dynamic Systems ◽  
The State ◽  
Composite Hypothesis ◽  
Time Simulation ◽  
Estimation Scheme ◽  
Component Estimation ◽  
Simulation Results ◽  
Memory Reduction

A new state estimation scheme is presented for multidimensional dynamic systems with arbitrary independent interference and noises, and is based upon quantization, multiple composite hypothesis testing, and a suboptimum decoding technique of Information Theory. The estimation of the state vector is sequentially done, component-by-component, in parallel and in blocks. “Component-by-component” estimation results in a considerable memory reduction for the implementation of the scheme, while estimation is blocks makes the implementation independent of time. Simulation results, some of which are presented, have shown that the new scheme performs well, whereas the classical estimation techniques are not, in general, applicable to the state estimation problem in the presence of arbitrary interference.

scholarly journals Optimal Noise Benefit in Composite Hypothesis Testing under Different Criteria

Entropy ◽  
2016 ◽  
Vol 18 (8) ◽  
pp. 400
Author(s):  
Shujun Liu ◽  
Ting Yang ◽  
Mingchun Tang ◽  
Hongqing Liu ◽  
Kui Zhang ◽  
...  
Keyword(s):  
Hypothesis Testing ◽  
Composite Hypothesis
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