Robust L2 - L8 filtering for a class of dynamical systems with nonhomogeneous Markov jump process
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This paper investigates the problem of robust L2 - L8 filtering for a class of dynamical systems with nonhomogeneous Markov jump process. The time-varying transition probabilities which evolve as a nonhomogeneous jump process are described by a polytope, and parameter-dependent and mode-dependent Lyapunov function is constructed for such system, and then a robust L2 -L8 filter is designed which guarantees that the resulting error dynamic system is robustly stochastically stable and satisfies a prescribed L2 - L8 performance index. A numerical example is given to illustrate the effectiveness of the developed techniques.
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