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
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