State and Output Feedback Finite-time Guaranteed Cost Control of Linear ItO Stochastic Systems
The problem of guaranteed cost control based on finite-time stability for stochastic system is first investigated in this paper. The motivation of solving this problem arises from an observation that finite/infinite-horizon guaranteed cost control does not consider the transient performance of the c...
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Veröffentlicht in: | Journal of systems science and complexity 2015-11, Vol.28 (4), p.813-829 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The problem of guaranteed cost control based on finite-time stability for stochastic system is first investigated in this paper. The motivation of solving this problem arises from an observation that finite/infinite-horizon guaranteed cost control does not consider the transient performance of the closed-loop system, but guaranteed cost control based on finite-time stability involves this practical requirement. In order to explain this problem explicitly, a concept of the stochastic finite-time guar- anteed cost control is introduced, and then some new sufficient conditions for the existence of state and output feedback finite-time guaranteed cost controllers are derived, which guarantee finite-time stochastic stability of closed-loop systems and an upper bound of a quadratic cost function. Further- more, this problem is reduced to a convex optimization problem with matrix inequality constraints and a new solving algorithm is given. Finally, an example is given to illustrate the effectiveness of the proposed method. |
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ISSN: | 1009-6124 1559-7067 |
DOI: | 10.1007/s11424-014-2178-x |