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Robust Guaranteed Cost Observer Design for Singular Markovian Jump Time‐Delay Systems with Generally Incomplete Transition Probability

Author

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  • Yanbo Li
  • Yonggui Kao
  • Jing Xie

Abstract

This paper is devoted to the investigation of the design of robust guaranteed cost observer for a class of linear singular Markovian jump time‐delay systems with generally incomplete transition probability. In this singular model, each transition rate can be completely unknown or only its estimate value is known. Based on stability theory of stochastic differential equations and linear matrix inequality (LMI) technique, we design an observer to ensure that, for all uncertainties, the resulting augmented system is regular, impulse free, and robust stochastically stable with the proposed guaranteed cost performance. Finally, a convex optimization problem with LMI constraints is formulated to design the suboptimal guaranteed cost filters for linear singular Markovian jump time‐delay systems with generally incomplete transition probability.

Suggested Citation

  • Yanbo Li & Yonggui Kao & Jing Xie, 2014. "Robust Guaranteed Cost Observer Design for Singular Markovian Jump Time‐Delay Systems with Generally Incomplete Transition Probability," Abstract and Applied Analysis, John Wiley & Sons, vol. 2014(1).
  • Handle: RePEc:wly:jnlaaa:v:2014:y:2014:i:1:n:832891
    DOI: 10.1155/2014/832891
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    References listed on IDEAS

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    1. Shen Yin & Steven Ding & Adel Abandan Sari & Haiyang Hao, 2013. "Data-driven monitoring for stochastic systems and its application on batch process," International Journal of Systems Science, Taylor & Francis Journals, vol. 44(7), pages 1366-1376.
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    Cited by:

    1. Hongbiao Fan & Min Meng & Jun-e Feng, 2014. "Observers of Fuzzy Descriptor Systems with Time‐Delays," Abstract and Applied Analysis, John Wiley & Sons, vol. 2014(1).

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