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Event-Based Filter Design for Sensor Networks with Missing Measurements

Author

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  • Jinliang Liu
  • Shumin Fei
  • Engang Tian

Abstract

In order to save network resources and network bandwidth, this paper proposed an event triggered mechanism based on sampled-data information, which has some advantages over existing ones. Considering the missing sensor measurements and the network-induced delay in the transmission, we construct a new event-based filtering by taking the effect of sensor faults with different failure rates. By using the Lyapunov stability theory and the stochastic analysis theory, sufficient criteria are derived for the existence of a solution to the algorithm of the event-based filter design. Finally, an example is exploited to illustrate the effectiveness of the proposed method.

Suggested Citation

  • Jinliang Liu & Shumin Fei & Engang Tian, 2014. "Event-Based Filter Design for Sensor Networks with Missing Measurements," Abstract and Applied Analysis, Hindawi, vol. 2014, pages 1-9, February.
    • Handle: RePEc:hin:jnlaaa:512037
    DOI: 10.1155/2014/512037
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