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基于心电信号的脉搏波形特征点提取

A Method of Feature Points Extracting for Pulse Wave Signal Based on ECG

作者: 赵治月  张爱华  杨华 
单位:兰州理工大学电气工程与信息工程学院(兰州730050)
关键词: 心电;脉搏;信号处理;相关性分析 
分类号:
出版年·卷·期(页码):2011·30·1(51-56)
摘要:

为寻求一种精确的脉搏波特征提取方法,提取更多的脉搏波形特征,揭示心电脉搏在时域上的相关性,使用MP425数据采集卡和LabVIEW构成的数据采集系统同步采集ECG信号和脉搏波信号,对ECG信号和脉搏波信号进行分析和处理,采用能量算子法检测心电信号R波;基于同步采集的ECG和脉搏波信号,提出一种应用ECG信号的R波和T波来提取Pulse wave的重搏波和峰值的方法。经过分析与实验验证,该方法能准确找到脉搏波波峰和重搏波位置,并具有较强的抗干扰能力,为研究心电脉搏之间的关系提供了一种新的方法。

In order to explore an accurate method of pulse waveform feature extracting,detect more pulse waveform features and reveal the correlation between electrocardiogram (ECG) and pulse in the time domain,ECG signals and pulse wave signals were collected from the subjects by using the MP425 card and LabVIEW acquisition system. The ECG signals and the pulse wave signals were analyzed and processed. The R-wave of ECG was detected by using the method of teager energy operator(TEO). Based on synchronized ECG and pulse wave signals, a method was proposed for detecting the characteristic points of pulse wave by R-wave and T-wave of ECG. After analysis and experimental verification, it was proved that the positions of pulse peek and dicrotic wave in pulse waveform were exactly determined by proposed method, that had strong interference-free ability, and provided a new approach for exploring the relation between ECG and pulse wave.

参考文献:

[1]Alty SR, Angarita-Jaimes N, Millasseau SC, et al. Arterial stiffness from the digital volume pulse waveform[J]. IEEE Transactions on Biomedical Engineering, 2007,54(12):2268-2275.
[2]王燕,白涛,康景利.基于小波模极大原理的脉象特征提取研究[J].航天医学与医学工程,2006,19(1):41-46.
[3]Wang Huiyan , Zhang Peiyong. Investigation on the automatic parameters extraction of pulse signals based on wavelet transform. Zhejiang  Univ Sci A, 2007, 8(8):1283-1289.
[4]Wang Huiyan, Zhang Peiyong . A Quantitative Method for Pulse Strength Classification Based on Decision Tree. Soft Ware, 2009, 4(4):323-329.
[5]John Darrington. Towards real time QRS detection: A fast method using minimal pre-processing.[J]. Biomedical Signal Processing and  Control, 2006,1(2):169-176.
[6]Chen SW, Chen HC. A real time QRS detection method based on moving-averaging incorporating with wavelet  denoising [J]. Computer Methods and Programs in  Biomedicine,2006, 82:187-195.
[7]高振斌,贾希,贾志成.基于小波变换的脑电信号降噪方法的研究[J]. 河北工业大学学报,2006,35(6):30-33.
[8]胡广书.现代信号处理教程[M].北京:清华大学出版社,2004.
[9]齐蓓蓓,吴效明,黄岳山.基于MATALAB的脉搏波信号的实时处理[J].测控自动化,2009,25(10):184-185.
[10]李刚,刘玉良,林凌,等.光电脉搏波信号处理中呼吸干扰的抑制[J].纳米技术与精密工程,2008,6(1):54-58.
[11]Zhang Aihua , Chai Long , Dong Hongsheng. QRS Complex Detection of ECG Signal by Using Teager Energy Operator[C]. Shanghai, China:The 2nd International Conference on Bioinformatics and Biomedical Engineering,2008: 2095-2098.
[12]牛传莉.心电信号预处理和波形检测算法的研究[D].北京:北京交通大学,2009:47-49.
[13]吴琳娜,刘少强,汪立林.新型脉搏波检测时域处理方法与系统实现[J].传感器与微系统,2009,27(9):72-74.
 

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