Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering

被引:14
|
作者
Mian Qaisar, Saeed [1 ]
机构
[1] EFfat Univ, Dept Elect & Comp Engn, Jeddah 21478, Saudi Arabia
关键词
electrocardiography; medical signal processing; filtering theory; power-line interference elimination; ECG signals; electrocardiogram signals; signal variations; inferior order filters; MIT-BIH ECG database; signal-to-noise ratio; 2.18-fold compression gain; computational efficiency; analogous output SNR; baseline wander interference elimination; signal-piloted linear phase filtering tactics; eigenvalue decomposition based tactics; REMOVAL;
D O I
10.1049/htl.2019.0116
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A signal-piloted linear phase filtering tactic for removing baseline wander and power-line interference from the electrocardiogram (ECG) signals is suggested. The system is capable of adjusting its parameters by following the incoming signal variations. It renders the processing of lesser samples by inferior order filters. The applicability is demonstrated by using the MIT-BIH ECG database. The precision of the approach is also studied regarding the signal-to-noise ratio (SNR). Results showed that the proposed method achieves a 2.18-fold compression gain and notable computational efficiency over conventional counterpart while securing an analogous output SNR. A comparison of the designed solution is made with the contemporary empirical mode decomposition with Kalman filtering and eigenvalue decomposition based tactics. Results show that the suggested method performs better in terms of output SNR for the studied cases.
引用
收藏
页码:114 / 118
页数:5
相关论文
共 10 条
  • [1] Power-line interference and baseline wander elimination in ECG using VMD and EWT
    Mir, Haroon Yousuf
    Singh, Omkar
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2024, 27 (15) : 2111 - 2130
  • [2] Cardiogram baseline wander and power line interference elimination by proficient adaptive-rate FIR filtering
    Qaisar, Saeed Mian
    ENGINEERING RESEARCH EXPRESS, 2020, 2 (02):
  • [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] 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,
  • [5] A Power-Line Interference Canceler Based on Sliding DFT Phase Locking Scheme for ECG Signals
    Mishra, Sarita
    Das, Debasmit
    Kumar, Roshan
    Sumathi, Parasuraman
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (01) : 132 - 142
  • [6] Elimination on power line interference from ECG signal using combined bidirectional narrow-band notch filter
    Zaitsev E.V.
    Biophysics, 2015, 60 (4) : 656 - 658
  • [7] Power Line Interference Removal from ECG Signal using SSRLS Algorithm
    Butt, Maryam
    Razzaq, Nauman
    Sadiq, Ismail
    Salman, Muhammad
    Zaidi, Tahir
    2013 IEEE 9TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS (CSPA), 2013, : 95 - 98
  • [8] Removal of Power Line Interference From ECG Signals Using Adaptive Notch Filters of Sharp Resolution
    Chen, Binqiang
    Li, Yang
    Cao, Xincheng
    Sun, Weifang
    He, Wangpeng
    IEEE ACCESS, 2019, 7 : 150667 - 150676
  • [9] Power line interference removal from electrocardiogram signal using multi-order adaptive LMS filtering
    Surekha, K. S.
    Patil, B. P.
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2021, 35 (02) : 135 - 151
  • [10] Adaptive Power Line Interference Removal from Cardiac Signals Using Leaky Based Normalized Higher Order Filtering Techniques
    Gowri, Thumbur
    Sowmya, Injeti
    Rahman, Zia Ur
    Dodda, Rama Koti Reddy
    2013 FIRST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, MODELLING AND SIMULATION (AIMS 2013), 2013, : 294 - 298