ECG Signal Denoising by Cross-Bispectrum Data Processing

被引：0
|
作者：
Viunytskyi, Oleh [1 ]
Totsky, Alexander [1 ]
机构：
[1] Natl Aerosp Univ KhAI, Chkalov St 17, UA-61070 Kharkiv, Ukraine
来源：
INTEGRATED COMPUTER TECHNOLOGIES IN MECHANICAL ENGINEERING-2023, VOL 1, ICTM 2023 | 2024年 / 1008卷
关键词：
ECG signal processing; bispectrum; noise suppression; FETAL ELECTROCARDIOGRAM EXTRACTION; INDEPENDENT COMPONENT ANALYSIS;
D O I：
10.1007/978-3-031-61415-6_50
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
The paper is devoted to the issues of digital data processing in ECG signal application. The benefits and disadvantages of common methods dedicated to extraction useful signal component in interference environment have been compared and analyzed. A novel technique for filtering the ECG signal and extraction useful signal component based on cross-bispectrum signal processing strategy is proposed and studied. New algorithm for ECG signal processing has been developed and studied. The proposed algorithms have shown their efficiency and high quality of ECG extraction in the interference environment.
引用
收藏
页码：587 / 598
页数：12
相关论文
共 50 条
  • [21] Methods for Denoising the ECG Signal in Wearable Systems
    Rosu, Marius-Corneliu
    Hamed, Yassin
    PROCEEDINGS OF THE 2015 7TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI), 2015,
  • [22] K – Shrinkage Function for ECG Signal Denoising
    K. Selvakumarasamy
    S. Poornachandra
    R. Amutha
    Journal of Medical Systems, 2019, 43
  • [23] ECG signal denoising using Wavelet transform
    Sridevi, M.
    Madhavsarma, P.
    RESEARCH JOURNAL OF PHARMACEUTICAL BIOLOGICAL AND CHEMICAL SCIENCES, 2018, 9 (01): : 217 - 225
  • [24] K - Shrinkage Function for ECG Signal Denoising
    Selvakumarasamy, K.
    Poornachandra, S.
    Amutha, R.
    JOURNAL OF MEDICAL SYSTEMS, 2019, 43 (08)
  • [25] Reconfigurable FIR Filter for Denoising of ECG Signal
    Singh, Bhupender
    Mehra, Rajesh
    Chandni
    2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2016,
  • [26] Schrodinger Equation Based ECG Signal Denoising
    Upadhyay, P.
    Upadhyay, S. K.
    Shukla, K. K.
    CHINESE JOURNAL OF PHYSICS, 2022, 77 : 2238 - 2257
  • [27] Real-time Signal Processing of Data from an ECG
    Iqbal, M. N.
    Bomhara, M.
    Al Khambashi, M.
    Alhassan, H.
    Abd-Alhameed, R.
    Eya, N.
    Qahwaji, R.
    Noras, J. M.
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE INTERNET TECHNOLOGIES AND APPLICATIONS (ITA), 2017, : 334 - 338
  • [28] A stacked contractive denoising auto-encoder for ECG signal denoising
    Xiong, Peng
    Wang, Hongrui
    Liu, Ming
    Lin, Feng
    Hou, Zengguang
    Liu, Xiuling
    PHYSIOLOGICAL MEASUREMENT, 2016, 37 (12) : 2214 - 2230
  • [29] Condition Monitoring of Helicopter Drive Shafts Using Quadratic-Nonlinearity Metric Based on Cross-Bispectrum
    Hassan, Mohammed
    Tarbutton, Joshua
    Bayoumi, Abdel
    Shin, Yong-June
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2014, 50 (04) : 2819 - 2829
  • [30] In search of zonal flows using cross-bispectrum analysis in the boundary plasma of the Hefei Tokamak-7
    Xu, GS
    Wan, BN
    Song, M
    PHYSICS OF PLASMAS, 2002, 9 (01) : 150 - 154
12345