• DocumentCode
    3114492
  • Title

    Minimization of Base-Line Drift Interference from ECG Signal Using FPGA Based Adaptive Filter

  • Author

    Bhaskar, P.C. ; Kasture, A.M.

  • Author_Institution
    Electron. Dept., Shivaji Univ., Kolhapur, India
  • fYear
    2015
  • fDate
    26-27 Feb. 2015
  • Firstpage
    937
  • Lastpage
    941
  • Abstract
    Baseline wander noise removal from Electrocardiogram (ECG) signal is very complex problem. In ECG signal baseline wander noise distorts the low frequency segments. The low frequency segment in ECG is ST segment. Heart attack related information is retrained from ST segment, so it is very necessary to have a noise free ECG signal. This paper presents development and implementation of architecture for a LMS based Adaptive filter using Spartan 3s400pq208-4 board and Xilinx system Generator (XSG) software, to minimize the Baseline wander noise (0.15 to 0.3Hz) from Electrocardiogram (ECG) signal. The signals under experiment are retrieved from MIT-BIH database and are added with Baseline wander noise. Efficient removal of Baseline wander noise is verified and observations are noted to get desirable SNR. This research work is carried out by using FPGA for adaptive filter using LMS Algorithm to remove Baseline wander noise to prevent low frequency component of ECG signal.
  • Keywords
    adaptive filters; electrocardiography; field programmable gate arrays; medical signal processing; signal denoising; ECG signal; FPGA based adaptive filter; LMS based adaptive filter; MIT-BIH database; XSG software; Xilinx system generator; base-line drift interference minimization; baseline wander noise removal; electrocardiography; field programmable gate array; heart attack related information; Adaptive filters; Databases; Electrocardiography; Finite impulse response filters; Generators; Least squares approximations; Noise; Adaptive filter; ECG signal; MIT BIH database; Simulink etc; Xilinx system generator (XSG);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Communication Control and Automation (ICCUBEA), 2015 International Conference on
  • Conference_Location
    Pune
  • Type

    conf

  • DOI
    10.1109/ICCUBEA.2015.186
  • Filename
    7155984