Determination of Signal to Noise Ratio of Electrocardiograms Filtered by Band Pass and Savitzky-Golay Filters

被引:22
|
作者
Chakraborty, Monisha [1 ]
Das, Shreya [1 ]
机构
[1] Jadavpur Univ, Sch Biosci & Engn, Kolkata, India
关键词
Electrocardiograms; QRS detection; Savitzky-Golay filter; signal to noise ratio;
D O I
10.1016/j.protcy.2012.05.136
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Digital or electronic displays of biosignals like electrocardiograms (ECGs) require noise reduction for accurate representation. In this paper noise reduction of normal ECG has been done using two types of filtering. The first type is band pass filtering of ECG, the filter taken from Pan Tompkins' algorithm of QRS detection, and the second type is Savitzky-Golay filtering of ECG. The band pass filter consists of a low pass filter with subsequent high pass filter. Then signal to noise ratio (SNR) has been calculated for the two types, after filtering to compare which method is better for ECG filtering. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of C3IT
引用
收藏
页码:830 / 833
页数:4
相关论文
共 50 条
  • [41] Improved RMS Delay Spread Estimation for mmWave Channels Using Savitzky-Golay Filters
    Milos, Jiri
    Blumenstein, Jiri
    Prokes, Ales
    Mikulasek, Tomas
    Mecklenbraeuker, Christoph
    ELECTRONICS, 2019, 8 (12)
  • [42] Disturbance Observer for DC Motor based on Savitzky-Golay Filters and Application to Bilateral Control
    Hazaz, Mehdi
    Murakami, Toshiyuki
    IEEJ JOURNAL OF INDUSTRY APPLICATIONS, 2021, 10 (02) : 227 - 235
  • [43] Multiscale adaptive regularisation Savitzky-Golay method for speckle noise reduction in ultrasound images
    Sa-ing, Vera
    Vorasayan, Pongpat
    Suwanwela, Nijasri C.
    Auethavekiat, Supatana
    Chinrungrueng, Chedsada
    IET IMAGE PROCESSING, 2018, 12 (01) : 105 - 112
  • [44] Why and How Savitzky-Golay Filters Should Be Replaced (vol 2, pg 185, 2022)
    Schmid, Michael
    Rath, David
    Diebold, Ulrike
    ACS MEASUREMENT SCIENCE AU, 2023, 3 (03): : 236 - 236
  • [45] Reconstruction of 3D ultrasound images based on Cyclic Regularized Savitzky-Golay filters
    Toonkum, Pollakrit
    Suwanwela, Nijasri C.
    Chinrungrueng, Chedsada
    ULTRASONICS, 2011, 51 (02) : 136 - 147
  • [46] Simultaneous spectrophotometric determination of heavy metal ions using several chemometrics methods: Effect of different parameters of savitzky-golay and direct orthogonal signal correction filters
    Rouhollahi, Ahmad
    Tavakoli, Hossein
    Nayebi, Shahzad
    Ghasemi, Jahanbakhsh
    Noroozi, Mohammad
    Hashemi, Majid
    IRANIAN JOURNAL OF CHEMISTRY & CHEMICAL ENGINEERING-INTERNATIONAL ENGLISH EDITION, 2007, 26 (02): : 41 - 51
  • [47] Strain fields measurement using frequency domain Savitzky-Golay filters in digital image correlation
    Wu, Rong
    Li, Yanbing
    Zhang, Shuiqiang
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2023, 34 (09)
  • [48] Electrocardiogram signal filtering using circulant singular spectrum analysis and cascaded Savitzky-Golay filter
    Chaitanya, M. Krishna
    Sharma, Lakhan Dev
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 75
  • [49] Electrocardiogram signal filtering using circulant singular spectrum analysis and cascaded Savitzky-Golay filter
    Krishna Chaitanya, M.
    Sharma, Lakhan Dev
    Biomedical Signal Processing and Control, 2022, 75
  • [50] Noise reduction in Raman spectra:: Finite impulse response filtration versus Savitzky-Golay smoothing
    Clupek, Martin
    Matejka, Pavel
    Volka, Karel
    JOURNAL OF RAMAN SPECTROSCOPY, 2007, 38 (09) : 1174 - 1179