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Robust H//sub/spl infn// filter design for the delta operator formulated systems with parameter uncertainty

Duanjin Zhang, Yan Xia Gao, Jie Chang Wu

Open publisher page 7 citations

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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What this paper is about

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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Available 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.

Key concepts: Delta operator, Control theory (sociology), Filter (signal processing), Transfer function, Mathematics, Norm (philosophy), Upper and lower bounds, Filter design

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