ECG signal conditioning by morphological filtering

被引:176
作者
Sun, Y [1 ]
Chan, KL [1 ]
Krishnan, SM [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Biomed Engn Res Ctr, Singapore 639798, Singapore
关键词
ECG; signal conditioning; baseline correction; noise suppression; morphological filtering;
D O I
10.1016/S0010-4825(02)00034-3
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Clinically obtained electrocardiographic (ECG) signals are often contaminated with different types of noise and baseline drifting commonly occurs. In order to facilitate automated ECG analysis, signal conditioning is undoubtedly a necessity, In this paper, a modified morphological filtering (MMF) technique is used for signal conditioning in order to accomplish baseline correction and noise suppression with minimum signal distortion. Compared with existing methods for ECG signal conditioning, MMF performs well in terms of the filtering characteristics, low signal distortion ratio, low computational burden as well as good noise suppression ratio and baseline correction ratio. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:465 / 479
页数:15
相关论文
共 19 条
  • [1] DIGITAL-FILTERS FOR REAL-TIME ECG SIGNAL-PROCESSING USING MICROPROCESSORS
    AHLSTROM, ML
    TOMPKINS, WJ
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1985, 32 (09) : 708 - 713
  • [2] Theoretical aspects of vertically invariant gray-level morphological operators and their application on adaptive signal and image filtering
    Chen, CS
    Wu, JL
    Hung, YP
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (04) : 1049 - 1060
  • [3] HIGH-PASS FILTERING OF ECG SIGNALS USING QRS ELIMINATION
    CHRISTOV, II
    DOTSINSKY, IA
    DASKALOV, IK
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1992, 30 (02) : 253 - 256
  • [4] IMPULSIVE NOISE SUPPRESSION AND BACKGROUND NORMALIZATION OF ELECTROCARDIOGRAM SIGNALS USING MORPHOLOGICAL OPERATORS
    CHU, CHH
    DELP, EJ
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1989, 36 (02) : 262 - 273
  • [5] Processing and analysis of ECG signal using nonorthogonal wavelet transform
    Dai, WW
    Yang, Z
    Lim, SL
    Mikhailova, O
    Chee, J
    [J]. PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 139 - 142
  • [6] FERRARA E, 1981, IEEE T CIRCUITS SYST, P519
  • [7] DETECTION OF ECG CHARACTERISTIC POINTS USING WAVELET TRANSFORMS
    LI, CW
    ZHENG, CX
    TAI, CF
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (01) : 21 - 28
  • [8] MORPHOLOGICAL FILTERS .2. THEIR RELATIONS TO MEDIAN, ORDER-STATISTIC, AND STACK FILTERS
    MARAGOS, P
    SCHAFER, RW
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (08): : 1170 - 1184
  • [9] MOODY G, 1984, COMPUT CARDIOL, V0011
  • [10] Nikolaev N, 2000, INT CONF ACOUST SPEE, P3578, DOI 10.1109/ICASSP.2000.860175