• DocumentCode
    3666831
  • Title

    Research on the method of ECG denoising based on improved wavelet packet

  • Author

    Shi Gang;Rong Liang;Gao Yuhan

  • Author_Institution
    Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    1425
  • Lastpage
    1428
  • Abstract
    In order to solve the noising problems caused of the baseline drift interference, frequency interference, and EMG (electromyogram) interference in the ECG (electrocardiogram) signal, in this paper, an improved wavelet packet denoising algorithm is proposed, based on the analysis of the characteristic of ECG signal. For removing the baseline drift and the part of EMG interference in ECG signal, we adopt the Wavelet packet algorithm, however, for the removal of noise from frequency interference and part of the EMG interference, the method of threshold denoising is proposed. Simulation researches show that the denoising capability of improved wavelet packet algorithm is better than the digital filter, Mallat algorithm, the wavelet transform threshold method, and the wavelet packet algorithm.
  • Keywords
    "Electrocardiography","Wavelet packets","Noise reduction","Algorithm design and analysis","Interference","Noise"
  • Publisher
    ieee
  • Conference_Titel
    Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 2015 IEEE International Conference on
  • Print_ISBN
    978-1-4799-8728-3
  • Type

    conf

  • DOI
    10.1109/CYBER.2015.7288152
  • Filename
    7288152