• DocumentCode
    537149
  • Title

    Treatment Method on Vary Interval Data Serial Based on Chaotic Neural Network and Improved Chaotic Wavelet

  • Author

    Ma Sha ; Dou Shentang

  • Author_Institution
    North China Inst. of Water Conservancy & Hydroelectric Power, Zhengzhou, China
  • fYear
    2010
  • fDate
    7-9 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    For vary interval data serial, the data serial is interpolaed by Chaos-dynamic neural network method. combining the chaotic feature of data serial, the method of Wavelet denoising of data serial is improved, and the noise is effectively filtered, while the variation trend and data character of initial data can well be retained, and real signal (abnormal value) can be reserved. So these treatment methods can provide with reliable analysis date for the successor research.
  • Keywords
    chaos; neural nets; signal denoising; wavelet transforms; chaotic neural network; improved chaotic wavelet; treatment method; vary interval data serial; wavelet denoising; Artificial neural networks; Displacement measurement; Frequency domain analysis; Noise; Noise reduction; Time measurement; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
  • Conference_Location
    Henan
  • Print_ISBN
    978-1-4244-7159-1
  • Type

    conf

  • DOI
    10.1109/ICEEE.2010.5661065
  • Filename
    5661065