Non-fragile H∞ Filtering for Fuzzy Discrete-time Systems with Markovian Jump and Data Loss

2021 ◽  
Author(s):  
Lun Liang
Keyword(s):  
Discrete Time ◽  
Data Loss ◽  
Markovian Jump ◽  
Discrete Time Systems ◽  
Time Systems

scholarly journals Optimal guaranteed cost filtering for Markovian jump discrete-time systems

2004 ◽  
Vol 2004 (1) ◽  
pp. 33-48 ◽  
Author(s):  
Magdi S. Mahmoud ◽  
Peng Shi
Keyword(s):  
Steady State ◽  
Discrete Time ◽  
Estimation Error ◽  
Linear Matrix ◽  
State Estimator ◽  
Markovian Jump ◽  
Markovian Jump Parameters ◽  
Discrete Time Systems ◽  
Linear State ◽  
Time Systems

This paper develops a result on the design of robust steady-state estimator for a class of uncertain discrete-time systems with Markovian jump parameters. This result extends the steady-state Kalman filter to the case of norm-bounded time-varying uncertainties in the state and measurement equations as well as jumping parameters. We derive a linear state estimator such that the estimation-error covariance is guaranteed to lie within a certain bound for all admissible uncertainties. The solution is given in terms of a family of linear matrix inequalities (LMIs). A numerical example is included to illustrate the theory.

scholarly journals Robust Passivity Control for 2-D Uncertain Markovian Jump Linear Discrete-Time Systems

IEEE Access ◽  
2017 ◽  
Vol 5 ◽  
pp. 12176-12184 ◽  
Author(s):  
Zhe Li ◽  
Tianfan Zhang ◽  
Chen Ma ◽  
Huxiong Li ◽  
Xiaozhi Li
Keyword(s):  
Discrete Time ◽  
Markovian Jump ◽  
Discrete Time Systems ◽  
Time Systems
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