• DocumentCode
    107937
  • Title

    A Power-Line Interference Canceler Based on Sliding DFT Phase Locking Scheme for ECG Signals

  • Author

    Mishra, Shivakant ; Das, Divya ; Kumar, Ravindra ; Sumathi, P.

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Graphic Era Hill Univ., Bhimtal, India
  • Volume
    64
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    132
  • Lastpage
    142
  • Abstract
    A power-line interference (PLI) removal method is proposed based on a previously published sliding discrete Fourier transform (SDFT) phase locking scheme (PLL), which extracts the nonstationary sinusoids from the electrocardiogram (ECG) signal. The proposed PLI canceler consists of SDFT PLL as a vital element, which can track the variation in center frequency of the PLI either 50 or 60 Hz. The PLI canceler involves the adaptive sampling frequency control in which the sampling frequency of SDFT filter is adaptively adjusted according to the center frequency variation of the interference. Since the in-phase and quadrature components of SDFT filter can provide instantaneous sinusoidal and cosinusoidal interference signals, the SDFT PLL is capable of tracking amplitude, phase, and frequency of the interference. Additional resonators of different bin indices are augmented with SDFT PLL to handle the dominant odd harmonics of PLI. Furthermore, the SDFT PLL is cascaded with another SDFT bin to eliminate the baseline wander present in the real-time ECG signal. The adaptive PLI canceler based on SDFT PLL offers the tracking capability of variant PLI, attenuation of 40 dB, less acquisition time of 0.2 s for a variant PLI of ±5 Hz, removal of dominant odd harmonics, and baseline wander with expense of sampling frequency. Experimental results prove the efficacy of the proposed method in nonstationary sinusoidal interference extraction. Experimental investigation on SDFT PLL using field programmable gate array demonstrates the feasibility of digital implementation of the proposed algorithm.
  • Keywords
    adaptive filters; discrete Fourier transforms; electrocardiography; field programmable gate arrays; medical signal detection; medical signal processing; signal sampling; PLI canceler; PLI removal method; SDFT PLL; SDFT filter; adaptive PLI canceler; adaptive sampling frequency; bin indices; center frequency; cosinusoidal interference signals; digital implementation; electrocardiogram signal; field programmable gate array; instantaneous sinusoidal; instantaneous sinusoidal signals; nonstationary sinusoidal interference extraction; power-line interference canceler; power-line interference removal method; quadrature components; real-time ECG signal; sliding DFT phase locking scheme; sliding discrete Fourier transform phase locking scheme; tracking amplitude; Discrete Fourier transforms; Electrocardiography; Harmonic analysis; Interference; Noise; Phase locked loops; Silicon; Adaptive filters; discrete Fourier transform (DFT); electrocardiography; field programmable gate arrays (FPGAs); interference cancelation; phase locked loop;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2014.2335920
  • Filename
    6863642