Abstract
The problem of H ∞ filtering for nonlinear singular Markovian jumping systems with interval time-varying delays is investigated. The delay factor is assumed to be time-varying and belongs to a given interval, which means that the lower and upper bounds of the interval time-varying delays are available. Furthermore, the derivative of the time-varying delay function can be larger than one. With partial knowledge of the jump rates of the Markov process, a new delay-range-dependent bounded real lemma for the solvability of the jump system is obtained based on the Lyapunov-Krasovskii functional, which is in terms of strict linear matrix inequalities (LMIs). When these LMIs are feasible, an expression of a desired H ∞ filter is given. Numerical examples are given to illustrate the effectiveness of the developed techniques.
Original language | English |
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Pages (from-to) | 272-284 |
Number of pages | 13 |
Journal | International Journal of Systems Science |
Volume | 43 |
Issue number | 2 |
DOIs | |
Publication status | Published - 1 Feb 2012 |
Keywords
- H control
- H filtering
- Markovian jumping systems
- nonlinear filtering
- singular systems
- state estimation
- time-delay systems