Finite-time H∞ Filtering for A Class of Discrete-Time Hidden Markov Jump Systems with Conic-Type Nonlinearities

In this paper, the finite-time H ∞ filter design issue for a class of Markov jump systems with conic-type nonlinearities is studied. There is the asynchronous phenomenon between the system modes and filter modes, we use the hidden Markov model to analyse it. By using the appropriate Lyapunov-Krasovs...

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Bibliographic Details
Main Authors: Lyu, Xiaoxiao, Cheng, Peng, He, Shuping
Format: Conference Proceeding
Language:English
Subjects:
conic-type nonlinearities
finite-time bounded
finite-time H ∞ filter
hidden Markov model
Hidden Markov models
Linear matrix inequalities
Linear systems
Markov processes
Performance analysis
Symmetric matrices
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Summary:In this paper, the finite-time H ∞ filter design issue for a class of Markov jump systems with conic-type nonlinearities is studied. There is the asynchronous phenomenon between the system modes and filter modes, we use the hidden Markov model to analyse it. By using the appropriate Lyapunov-Krasovskii function and applying linear matrix inequalities, the H ∞ filter design issues can be solved. The error dynamic Markov jump systems are finite-time bounded and meet the given H ∞ index. Finally, the simulation results prove the validity of the proposed approach.
ISSN:1948-9447
DOI:10.1109/CCDC49329.2020.9164108