• DocumentCode
    1574488
  • Title

    The data outlier elimination method based on grey relation

  • Author

    Li Zhigang ; Tian Xue-yi

  • Author_Institution
    Harbin Engineering University, School of Information and Communication Engineering, China
  • Volume
    2
  • fYear
    2011
  • Firstpage
    1476
  • Lastpage
    1478
  • Abstract
    Some frequently used method of is data outlier elimination introduced, such as least square method and kalman filter method. On the base of this, A new method of data outlier elimination is proposed. It is based on grey relation and it proceeds the original data to find the data changing rule. Then it will make the regular data sequence at the same time it can establish the model of a differential equation. So it can eliminate the abnormal data and replace them with the prediction data. Through simulation, we can conclude that this method is feasible and it has the advantage in the field of processing the data outlier.
  • Keywords
    grey relation; kalman filter method; least square method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC), 2011
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-9792-8
  • Type

    conf

  • DOI
    10.1109/CSQRWC.2011.6037245
  • Filename
    6037245