Robust H//sub/spl infn// filter design for the delta operator formulated systems with parameter uncertainty
Duanjin Zhang, Yan Xia Gao, Jie Chang Wu
Abstract
Duanjin Zhang, Yan Xia Gao, Jie Chang Wu
Abstract
This paper is concerned with the problem of robust H/sub /spl infin// filtering for the delta operator formulated discrete-time systems with norm-bound parameter uncertainties in both the state and output matrices. The purpose of this problem addressed is to design a linear filter such that the filtering process is asymptotically stable and the transfer function from the exogenous noise inputs to the error state outputs meets a given H/sub /spl infin// norm upper bound constraint for all admissible uncertainties. A sufficient condition for the existence of such a filter is obtained in terms of algebraic matrix inequality approach, and the explicit expression of the desired filter is also derived. The main results are then extended to robust H/sub /spl infin// filter design for delta operator formulated state-delayed systems.
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This paper is concerned with the problem of robust H/sub /spl infin// filtering for the delta operator formulated discrete-time systems with norm-bound parameter uncertainties in both the state and output matrices. The purpose of this problem addressed is to design a linear filter such that the filtering process is asymptotically stable and the transfer function from the exogenous noise inputs to the error state outputs meets a given H/sub /spl infin// norm upper bound constraint for all admissible uncertainties. A sufficient condition for the existence of such a filter is obtained in terms of algebraic matrix inequality approach, and the explicit expression of the desired filter is also derived. The main results are then extended to robust H/sub /spl infin// filter design for delta operator formulated state-delayed systems.
Key concepts: Delta operator, Control theory (sociology), Filter (signal processing), Transfer function, Mathematics, Norm (philosophy), Upper and lower bounds, Filter design