DocumentCode :
113892
Title :
Optimal co-monitoring strategy for coupled dynamics with distributed Kalman filtering
Author :
Liew, Charles Z. ; Shaw, Raymond ; Shiyou Sun
Author_Institution :
ICT Tech Team, SmartSys Group, Hamilton, ON, Canada
fYear :
2014
fDate :
26-28 April 2014
Firstpage :
128
Lastpage :
131
Abstract :
In this brief paper, coupled heterogeneous dynamic has been discussed and an optimal co-estimation with distributed Kalman filter strategy is proposed for monitoring such dynamic with consideration of incomplete information scenario. The experiment result shows that proposed co-estimation strategy obtains better effect to estimate the state of coupled heterogeneous monitoring under the noisy environment compared to separate DKF.
Keywords :
Kalman filters; estimation theory; coupled heterogeneous dynamic; coupled heterogeneous monitoring; distributed Kalman filtering; incomplete information scenario; noisy environment; optimal co-estimation; optimal co-monitoring strategy; Area measurement; Correlation; Estimation; Kalman filters; Monitoring; Noise; Noise measurement; co-monitoring; collaborative information process; coupled dynamic; distributed Kalman filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Technology (ICIST), 2014 4th IEEE International Conference on
Conference_Location :
Shenzhen
Type :
conf
DOI :
10.1109/ICIST.2014.6920347
Filename :
6920347
Link To Document :
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