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High-Precision Real-Time Premature Ventricular Contraction (PVC) Detection System Based on Wavelet Transform

机译:基于小波变换的高精度实时室性早搏检测系统

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摘要

This study presents a high-precision real-time detection system to detect arrhythmia of premature ventricular contraction (PVC). This system detects the peak of the R-wave based on wavelet transform (WT) and then uses a new algorithm to detect PVC. The proposed PVC detection algorithm combines the sum of trough and sum of R_peak with minimum to detect PVC. A crucial function of morbid warning is implemented in this system so that users receive an alert signal when PVC is detected. The proposed system is simulated and verified using the MIT-BIH Arrhythmia Database (mitdb). The system is also implemented by FPGA to illustrate its high precision and real-time performance.
机译:这项研究提出了一种高精度的实时检测系统,以检测室性早搏(PVC)的心律失常。该系统基于小波变换(WT)检测R波的峰值,然后使用一种新的算法来检测PVC。所提出的PVC检测算法将波谷和R_peak的总和与最小值相结合来检测PVC。该系统实现了病态警告的关键功能,因此当检测到PVC时,用户会收到警报信号。使用MIT-BIH心律失常数据库(mitdb)对提出的系统进行了仿真和验证。该系统还由FPGA实现,以说明其高精度和实时性能。

著录项

  • 来源
  • 作者单位

    Department of Electrical Engineering, National Chung Hsing University, No. 250, Kuo Kuang Rd., Taichung City 402, Taiwan, Republic of China;

    Department of Electrical Engineering, National Chung Hsing University, No. 250, Kuo Kuang Rd., Taichung City 402, Taiwan, Republic of China;

    Department of Electrical Engineering, National Chung Hsing University, No. 250, Kuo Kuang Rd., Taichung City 402, Taiwan, Republic of China;

    Department of Electronic Engineering, National Chin-Yi University of Technology, No. 57, Sec. 2, Zhongshan Rd., Taiping Dist., Taichung 411, Taiwan, Republic of China;

    Department of Electrical Engineering, National Chung Hsing University, No. 250, Kuo Kuang Rd., Taichung City 402, Taiwan, Republic of China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    ECG; FPGA; PVC; Wavelet transform;

    机译:心电图FPGA;PVC;小波变换;

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