• DocumentCode
    633677
  • Title

    The Overlay Network Optimization for Environmental Monitoring

  • Author

    Zhihong Ren ; Yong Qi

  • Author_Institution
    Xi´an Eurasia Univ., Xian, China
  • fYear
    2013
  • fDate
    29-30 June 2013
  • Firstpage
    1493
  • Lastpage
    1495
  • Abstract
    With the monitoring rang expanded increasingly, 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.
  • Keywords
    Bayes methods; belief networks; environmental monitoring (geophysics); probability; Bayesian network model algorithm; Bayesian network probabilistic graphical models; branch node; branch node function setting; communication modes; data collation; environmental monitoring system; monitoring node; multilayer structure; network environmental monitoring system topology; network optimization overlay; optimization problems; overall environmental monitoring system performance; overlay network structure; simulation data; single-layer structure; system reliability; system validity; uncertain data discrimination; Automation; Manufacturing; Bayesian Network; Environmental Monitoring; Optimization Algorithm; Overlay Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Manufacturing and Automation (ICDMA), 2013 Fourth International Conference on
  • Conference_Location
    Qingdao
  • Type

    conf

  • DOI
    10.1109/ICDMA.2013.357
  • Filename
    6598281