Distributed   Sampled-data Filtering in Sensor Networks Based on Consensus Strategy

DING Lei, ZHAO Yuan, GUO Ge

Journal of Dalian Maritime University ›› 2014, Vol. 40 ›› Issue (2) : 21-24.

Distributed   Sampled-data Filtering in Sensor Networks Based on Consensus Strategy

  • The distributed   sampled-data filtering in sensor networks based on consensus strategy is investigated. A sampled-data filtering framework is established by transmitting sampled-data among sensors. In this framework, the filtering problem is converted equivalently into the stability of an error system with an interval time-varying delay, with the released sampled data from the sensor and its neighbor sensors as the supporting information set. A sufficient condition under which stability of the error system is guaranteed with a desired   performance is derived. Based on this condition, a distributed   filter design approach is developed. An illustrative example is given to demonstrate the effectiveness of the proposed method.
Author information +
History +

Abstract

The distributed   sampled-data filtering in sensor networks based on consensus strategy is investigated. A sampled-data filtering framework is established by transmitting sampled-data among sensors. In this framework, the filtering problem is converted equivalently into the stability of an error system with an interval time-varying delay, with the released sampled data from the sensor and its neighbor sensors as the supporting information set. A sufficient condition under which stability of the error system is guaranteed with a desired   performance is derived. Based on this condition, a distributed   filter design approach is developed. An illustrative example is given to demonstrate the effectiveness of the proposed method.

Key words

 distributed filtering / sampled-data control / sensor networks / consensus strategy

Cite this article

Download Citations
DING Lei, ZHAO Yuan, GUO Ge. Distributed   Sampled-data Filtering in Sensor Networks Based on Consensus Strategy. Journal of Dalian Maritime University. 2014, 40(2): 21-24

0

Accesses

0

Citation

Detail

Sections
Recommended

/