• DocumentCode
    2257587
  • Title

    Frequency-response masking based filter bank for QRS dection in wearable biomedical devices

  • Author

    Zhang, Fei ; Wei, Ying ; Lian, Yong

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2009
  • fDate
    24-27 May 2009
  • Firstpage
    1473
  • Lastpage
    1476
  • Abstract
    A non-uniformly spaced digital FIR filter bank has been proposed for QRS detection in wearable biomedical devices in Body Area Network (BAN) applications. The proposed filter bank is constructed based on frequency-response masking technique and employs two half-band filters as prototype filters, which leads to significant savings in terms of arithmetic operations. The introduction of non-uniformly spaced filter bank further enhances the detection accuracy especially in the BAN applications where motion artifacts are a major concern. Simulations show that the proposed algorithm correctly detects the QRS of both resting and exercising ECG, even under the presence of severe motion artifacts, baseline drift and large P/T waves.
  • Keywords
    FIR filters; body area networks; electrocardiography; frequency response; medical signal detection; medical signal processing; BAN; ECG signal processing; QRS detection; body area network; electrocardiogram device; frequency-response masking based filter bank; half-band filter; motion artifacts; wearable biomedical device; Body sensor networks; Electrocardiography; Filter bank; Finite impulse response filter; Frequency; Heart; Prototypes; Signal processing; Signal processing algorithms; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2009. ISCAS 2009. IEEE International Symposium on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4244-3827-3
  • Electronic_ISBN
    978-1-4244-3828-0
  • Type

    conf

  • DOI
    10.1109/ISCAS.2009.5118045
  • Filename
    5118045