基于Symmlets小波函数的QRS复合体检测

Khaled Daqrouq, I. Abu-Isbeih, A. Al-Qawasmi
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引用次数: 10

摘要

小波理论激发了一种强有力的信号处理方法的发展,可以作为非平稳心电图(ECG信号)检测的好工具。本文提出了一种基于小波变换和符号函数的QRS复合体检测方法。该方法对心电检测参数有清晰的结果。结果表明,该检测器的灵敏度为99.8%,特异度为98.6%。本文所得到的结果是基于真实的心电信号。
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QRS complex detection based on Symmlets wavelet function
Wavelet theory is inspired the development of a strong methodology for signal processing and can be used as a good tool for non-stationary electrocardiogram (ECG signal) detection. In this paper a QRS complex detection method is proposed based on wavelet transform (WT) with Symmlets function. The proposed method show sharp results for ECG detection parameters. The fiducial points are easily detected and the results show that the sensitivity of the proposed detector is 99.8% and the specificity is 98.6%. The results obtained in this paper are based on real ECG signal.
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