• DocumentCode
    2891027
  • Title

    A Lower Error Arithmetic of Data Fusion

  • Author

    Zhao, Jie ; Li, Xin-fu ; Wang, Zhen-zhou

  • Author_Institution
    Coll. of Electron. & Inf. Eng., Hebei Univ., Baoding
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    1729
  • Lastpage
    1733
  • Abstract
    Arithmetic of data fusion and high-level error correcting applicable to sensor network are presented. These arithmetic can be updated and are universally applicable, so they can be applied to any kind and any size sensor networks. The process of data fusion has a remarkable effect on decreasing the data flux, as a result it can realize the real-time and remote monitoring to the message under the condition of lower bandwidth. By using a probability matrix and the statistical result of error correcting, the high-level error correcting is achieved. The sensor network assesses the arithmetic that mentioned above by tracking of moving subject, and the experimental result shows that these alignments can effectively decrease the data flux and avoid the error
  • Keywords
    computer networks; error statistics; sensor fusion; wireless sensor networks; data flux; data fusion; error arithmetic; high-level error correcting; probability matrix; remote monitoring; sensor network; Arithmetic; Bandwidth; Computer errors; Condition monitoring; Cybernetics; Error analysis; Error correction; Intelligent sensors; Machine learning; Radiation monitoring; Remote monitoring; Sensor fusion; Sparse matrices; Data fusion; error rate; sensor network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258971
  • Filename
    4028344