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

被引:41
|
作者
Mishra, Sarita [1 ]
Das, Debasmit [2 ]
Kumar, Roshan [3 ]
Sumathi, Parasuraman [2 ]
机构
[1] Graph Era Hill Univ, Dept Elect & Commun Engn, Bhimtal 247667, India
[2] IIT Roorkee, Dept Elect Engn, Roorkee 247667, Uttar Pradesh, India
[3] IIT Roorkee, Dept Earthquake Engn, Roorkee 247667, Uttar Pradesh, India
关键词
Adaptive filters; discrete Fourier transform (DFT); electrocardiography; field programmable gate arrays (FPGAs); interference cancelation; phase locked loop; IIR NOTCH FILTER; ELECTROCARDIOGRAPHY; ELIMINATION; SUPPRESSION; ALGORITHM; REMOVAL;
D O I
10.1109/TIM.2014.2335920
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:132 / 142
页数:11
相关论文
共 50 条
  • [1] FILTERING OF ECG SIGNALS CORRUPTED WITH POWER-LINE INTERFERENCE
    SHWEDYK, E
    CELLER, BG
    PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, PTS 1-4, 1988, : 151 - 151
  • [2] A wavelet-based method for power-line interference removal in ECG signals
    de Oliveira B.R.
    Duarte M.A.Q.
    de Abreu C.C.E.
    Filho J.V.
    Research on Biomedical Engineering, 2018, 34 (01) : 73 - 86
  • [3] An Approach to Successful Power-line Interference Suppression in ECG Signals
    Dotsinsky I.
    Dotsinsky, Ivan, 1600, Institute of Biophysics and Biomedical Engineering (26): : 83 - 92
  • [4] Digital Filtering Techniques for Power-line Interference Removal from ECG Signals
    Abrar, Muhammad
    Khan, Waleed Elahi
    2018 CONFERENCE ON INFORMATION COMMUNICATIONS TECHNOLOGY AND SOCIETY (ICTAS), 2018,
  • [5] Testing of digital filters for power-line interference removal from ECG signals
    Mihov, Georgy Slavchev
    Badarov, Dimiter Hristov
    2017 XXVI INTERNATIONAL SCIENTIFIC CONFERENCE ELECTRONICS (ET), 2017,
  • [6] Detection of Power-Line Interference in ECG Signals using Frequency-Domain Analysis
    Lehmann, Constanza
    Reinstaedtler, Juergen
    Khawaja, Antoun
    2011 COMPUTING IN CARDIOLOGY, 2011, 38 : 821 - 824
  • [7] A Frequency Demodulation Technique Based on Sliding DFT Phase Locking Scheme for Large Variation FM Signals
    Sumathi, P.
    IEEE COMMUNICATIONS LETTERS, 2012, 16 (11) : 1864 - 1867
  • [8] Power-line Interference in the ECG Obtained with Capacitive Electrodes
    Luna-Lozano, Pablo S.
    Pallas-Areny, Ramon
    5TH EUROPEAN CONFERENCE OF THE INTERNATIONAL FEDERATION FOR MEDICAL AND BIOLOGICAL ENGINEERING, PTS 1 AND 2, 2012, 37 : 910 - +
  • [9] Frequency Demodulation using Sliding DFT based Phase Locking Scheme
    Sumathi, P.
    2012 IEEE 55TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2012, : 198 - 201
  • [10] Suppression of AC railway power-line interference in ECG signals recorded by public access defibrillators
    Ivan Dotsinsky
    BioMedical Engineering OnLine, 4