• DocumentCode
    1703058
  • Title

    A novel approach for suppression of powerline interference and impulse noise in ECG signals

  • Author

    Bhateja, Vikrant ; Urooj, Shabana ; Verma, Rajesh ; Mehrotra, R.

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Shri Ramswaroop Memorial Group of Prof. Colleges, Lucknow, India
  • fYear
    2013
  • Firstpage
    103
  • Lastpage
    107
  • Abstract
    One of the major problems encountered in recording ECG is the appearance of unwanted distortions induced by power line interference in the electrocardiogram. In addition, infections due to impulse noise leads to variations in the amplitudes which represent the abnormalities associated with the heart. This paper proposes a novel approach for addressing both the aforementioned issues in ECG signals employing sub-band decomposition using wavelets analysis. Morphological filtering is applied to the detail sub-bands for removal of impulse noise using one-dimensional structuring element. Further, the powerline interference is removed using IIR Butterworth filter providing significant reduction in power spectral density levels between 50 to 60 Hz. The finally reconstructed ECG signal yields reasonably good impulse noise as well as powerline suppression using the proposed approach.
  • Keywords
    Butterworth filters; IIR filters; carrier transmission on power lines; electrocardiography; impulse noise; interference suppression; medical signal processing; ECG signals; IIR Butterworth filter; electrocardiogram; impulse noise; morphological filtering; one-dimensional structuring element; power spectral density levels; powerline interference suppression; sub-band decomposition; unwanted distortions; wavelets analysis; Conferences; Electrocardiography; IIR filters; Interference; Noise; Wavelet transforms; ECG; IIR butterworth filter; powerline interference; structuring element;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia, Signal Processing and Communication Technologies (IMPACT), 2013 International Conference on
  • Conference_Location
    Aligarh
  • Print_ISBN
    978-1-4799-1202-5
  • Type

    conf

  • DOI
    10.1109/MSPCT.2013.6782097
  • Filename
    6782097