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Robust Finite-Time $H_{{\infty}}$ Filtering for Uncertain Discrete-Time Nonhomogeneous Markovian Jump Systems
- Source :
- IEEE Access, Vol 6, Pp 52561-52569 (2018)
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- This paper investigates the problem of finite-time H∞ filtering for uncertain discrete-time Markovian jump systems. The parameter uncertainties in the dynamic systems are modeled to satisfy the norm-bounded condition. The transition probabilities are assumed to be time-varying and described as convex polyhedron. Based on the stochastic finite-time bounded analysis and linear matrix inequality technique, an H filter is designed and sufficient criteria are established, which guarantee the filtering error system to be finite-time bounded in H∞ sense. Two examples are presented to demonstrate the usefulness and applicability of the proposed method.
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 6
- Database :
- Directory of Open Access Journals
- Journal :
- IEEE Access
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.f3a2ca3785154ee3b94b7e02cd27ef8c
- Document Type :
- article
- Full Text :
- https://doi.org/10.1109/ACCESS.2018.2870565