心电信号中R波的小波探测法
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R540.41 O174.22

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Detection Method for R-Wave of ECG Signal With Wavelet Transform
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    摘要:

    心电信号中的R波是心室除极时所产生的电位突奕,是典型的峰值奇异信号。笔者研究了小波变换对心电信号R波峰值奇异点的精确检测机理,分析了Mexican hat小波特有的时域特性,该小波具有任意阶连续性、对称性和指数衰减,具有零阶和一阶消失矩。因此Mexican hat小波基对R波具有良好的定位特性和分析精度。通过MIT/BIH(Massachusetts Institute of Technology/Boston's Beth Israel Hopital)心电数据库的测试和应用实例的验证,即使在有严重噪声干扰的情况下,该方法也很容易实现对R波的准确检测和精确定位,具有相当高的定位精度(定位误差不大于1个采样点,约80%能准确定位)和分析精度(不存在累计误差),同时具有较高的实时性,可以实现R波产时检测和分析。

    Abstract:

    The R-wave of ECG signal represents the electrical activation of the ventricles, which initiates ventricle contraction, and the typical peak value singular signal, so the R-wave of ECG signal is localized precisely and analyzed accurately using the wavelet transform. The principium of the precise detection method for R-wave in ECG signal is researched. The special properties of Mexican hat wavelet in time-domain are analyzed, too. This wavelet has every order continuity, symmetry, exponential attenuation and one vanishing moment. For this reason, the mexican hat wavelet basis has the excellent localization and analyzing precision. Using the MIT/BIH (Massachusetts Institute of Technology / Boston's Beth Israel Hospital) Arrhythmia Database and the applications in clinic, the precise detection method can detect accurately and localize precisely to the R-wave in ECG signal in the serious noise signal. This method has the quite high locating precision (its error is not more than one sampling point and the points of the R-wave in ECG signal about 80 percent are localized precisely) and analyzing accuracy (no accumulative error). The real-time of the method is excellent, and the real-time detection to the R-wave of ECG signal can achieve using this method.

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朱洪俊 秦树人 等.心电信号中R波的小波探测法[J].重庆大学学报,2002,25(5):108-111.

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  • 最后修改日期:2002-01-01
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