An error-bounded median filter for correcting ECG baseline wander

被引:1
|
作者
Zhao, Huanyu [1 ,2 ,3 ]
Li, Tongliang [2 ]
Yang, Jian [1 ]
Pang, Chaoyi [4 ]
机构
[1] Donghua Univ, Sch Comp Sci & Technol, Shanghai, Peoples R China
[2] Hebei Acad Sci, Inst Appl Math, Shijiazhuang, Peoples R China
[3] Hebei Authenticat Technol Engn Res Ctr, Shijiazhuang, Peoples R China
[4] NingboTech Univ, Sch Comp Sci & Data Engn, Ningbo, Peoples R China
关键词
Piecewise linear approximation; Maximum error bound; Median filter; Synopses; Baseline wander; Electrocardiograms; ONLINE; ALGORITHM;
D O I
10.1007/s13755-023-00235-w
中图分类号
R-058 [];
学科分类号
摘要
The baseline wander (BLW) in electrocardiogram (ECG) is a common disturbance that has a significant influence on the ECG wave pattern recognition. Many methods, such as IIR filter, mean filter, etc., can be used to correct BLW; However, most of them work on the original ECG signals. Compressed ECG data are economic for data storage and transmission, and if the baseline correction can be processed on them, it will be more efficient than we decompress them first and then do such correction. In this paper, we propose a new type of median filter CM_Filter, which works on the synopses of straight lines achieved from ECG by piecewise linear approximation (PLA) under maximum error bound. In CM_Filter, a heuristic strategy "Quick-Finding" is deduced by a property of straight lines in order to get the quality-assured median values from the synopses. The extended experimental tests demonstrate that the proposed filter is very efficient in execution time, and effective for correcting both slow and abrupt ECG baseline wander.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] An error-bounded median filter for correcting ECG baseline wander
    Huanyu Zhao
    Tongliang Li
    Jian Yang
    Chaoyi Pang
    Health Information Science and Systems, 11
  • [2] ECG Baseline Wander Correction by Mean-Median Filter and Discrete Wavelet Transform
    Hao, Weituo
    Chen, Yu
    Xin, Yi
    2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 2712 - 2715
  • [3] ECG Baseline Wander Correction Based on Mean-median Filter and Empirical Mode Decomposition
    Xin, Yi
    Chen, Yu
    Hao, Wei Tuo
    BIO-MEDICAL MATERIALS AND ENGINEERING, 2014, 24 (01) : 365 - 371
  • [4] Novel adaptive approach for correcting baseline wander from ECG signals
    Fedotov, A. A.
    Akulov, S. A.
    Akulova, A. S.
    EMBEC & NBC 2017, 2018, 65 : 980 - 983
  • [5] Median Filter Approach for Removal of Baseline Wander in Photoplethysmography Signals
    Awodeyi, Adewale Emmanuel
    Alty, Stephen R.
    Ghavami, Mohammad
    UKSIM-AMSS SEVENTH EUROPEAN MODELLING SYMPOSIUM ON COMPUTER MODELLING AND SIMULATION (EMS 2013), 2013, : 261 - 264
  • [6] Removal of the baseline wander and the power line interference from ECG signals using the Median-Kalman filter
    Nandi, Kiron
    Lahiri, Abhijit
    FOUNDATIONS AND FRONTIERS IN COMPUTER, COMMUNICATION AND ELECTRICAL ENGINEERING, 2016, : 415 - 419
  • [7] Error-bounded Compatible Remeshing
    Yang, Yang
    Zhang, Wen-Xiang
    Liu, Yuan
    Liu, Ligang
    Fu, Xiao-Ming
    ACM TRANSACTIONS ON GRAPHICS, 2020, 39 (04):
  • [8] A comprehensive Adaptive filter to eliminate baseline wander from ECG Signals
    Rahman, Md Saifur
    Choi, Chulhyung
    Kim, Young-pil
    Kim, Sikyung
    2017 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2017, : 43 - 48
  • [9] Mobile Filter: Exploring Filter Migration for Error-Bounded Continuous Sensor Data Collection
    Wang, Dan
    Xu, Jianliang
    Wang, Feng
    Liu, Jiangchuan
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (08) : 4093 - 4104
  • [10] Error-bounded Image Triangulation
    Fang, Zhi-Duo
    Guo, Jia-Peng
    Xiao, Yanyang
    Fu, Xiao-Ming
    COMPUTER GRAPHICS FORUM, 2023, 42 (07)