The Overlay Network Optimization for Environmental Monitoring

被引:0
|
作者
Ren, Zhihong [1 ]
Qi, Yong
机构
[1] Xian Eurasia Univ, Xian 710065, Shaanxi, Peoples R China
来源
2013 FOURTH INTERNATIONAL CONFERENCE ON DIGITAL MANUFACTURING AND AUTOMATION (ICDMA) | 2013年
关键词
Overlay Network; Environmental Monitoring; Optimization Algorithm; Bayesian Network;
D O I
10.1109/ICDMA.2013.357
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
with the monitoring rang expanded increaingly, the topology of the network environmental monitoring system needs to be developed from the single-layer structure to the multi-layer structure, which branch node function setting and optimization problems are very important. The structure of the overlay network currently being used in the environmental monitoring system is complex, and its communication modes vary, there are also differences in reliability and accuracy. Only proper management can avoid sending the wrong message, improving the overall environmental monitoring system performance. When the monitoring node reaches a certain magnitude, we can assume that all nodes are the same in statistical sense. Bayesian Network probabilistic graphical models generated by the algorithm can fast correct the data as a whole. The simulation data show that the task of collation of data and uncertain data discrimination given to the branch node in accordance with the Bayesian network model algorithm, can effectively improve system reliability and validity.
引用
收藏
页码:1493 / 1495
页数:3
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