1. An LMI approach to delay-dependent robust H∞ filtering of lpv systems with discrete and distributed delays using PPDQ functions
- Author
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H. R. Karimi, Christof Büskens, and Boris Lohmann
- Subjects
Delay dependent ,symbols.namesake ,Stability conditions ,Quadratic equation ,Control theory ,Stability theory ,Lagrange multiplier ,Process (computing) ,symbols ,Linear matrix ,Expression (mathematics) ,Mathematics - Abstract
This paper presents a delay-dependent approach to robust filtering for linear parameter-varying (LPV) systems with discrete and distributed time-invariant delays in the states and outputs. It is assumed that the state-space matrices affinely depend on parameters that are measurable in real-time. Some new parameter-dependent delay-dependent stability conditions are established in terms of linear matrix inequalities (LMIs) such that the filtering process remains asymptotically stable and satisfies a prescribed H ∞ performance level. Using polynomially parameter-dependent quadratic (PPDQ) functions and some Lagrange multiplier matrices, we establish the parameter-independent delay-dependent conditions with high precision under which the desired robust H ∞ filters exist and derive the explicit expression of these filters. A numerical example is provided to demonstrate the validity of the proposed design approach.
- Published
- 2007
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