• DocumentCode
    147233
  • Title

    Motion artifacts extraction using dwt from ambulatory ECG (A-ECG)

  • Author

    Bhoraniya, Dixit V. ; Kher, Rahul K.

  • Author_Institution
    Electron. & Commun. Dept., G.H. Patel Coll. of Eng. & Technol., Vallabh Vidyanagar, India
  • fYear
    2014
  • fDate
    3-5 April 2014
  • Firstpage
    1567
  • Lastpage
    1571
  • Abstract
    Ambulatory ECG signal monitoring is useful when long term cardiac monitoring of a patient is necessary. Ambulatory ECG (A-ECG) monitoring provides electrical activity of the heart while a person is involved in doing his or her normal routine activities. Thus, the recorded ECG signal consists of cardiac signal along with motion artifacts introduced due to person´s body movements during routine activities. This motion artifact has spectral overlap with cardiac signal in 1-10 Hz which corresponds to ECG features like P wave and T wave. Detection of motion artifacts due to different physical activities (PA) might help in further cardiac diagnosis. Ambulatory ECG signal analysis for detection of various motion artifacts using discrete wavelet transform (DWT) approach is addressed in this paper. The ECG signals of healthy subjects (aged of 19 to 16 years) were recorded while the person performs various body movements activity like (i) up and down movement of left hand, (ii) up and down movement of right hand, (iii) waist twisting movement while standing and (iv) change in position from sitting down on chair to standing up movement in lead I configuration by using BIOPAC MP 36 signal acquiring system.
  • Keywords
    discrete wavelet transforms; diseases; electrocardiography; medical signal processing; patient monitoring; A-ECG monitoring; DWT approach; P wave; T wave; ambulatory ECG signal monitoring; body movement activity; cardiac diagnosis; cardiac monitoring; cardiac signal; discrete wavelet transform; electrical activity; motion artifacts extraction; motion detection; waist twisting movement; Biological system modeling; Biomedical monitoring; Discrete wavelet transforms; Electrocardiography; Lead; Monitoring; Wavelet analysis; Ambulatory ECG (A-ECG); Body Movements; DWT; Motion artifacts; Physical activities (PA);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Signal Processing (ICCSP), 2014 International Conference on
  • Conference_Location
    Melmaruvathur
  • Print_ISBN
    978-1-4799-3357-0
  • Type

    conf

  • DOI
    10.1109/ICCSP.2014.6950112
  • Filename
    6950112