›› 2012, Vol. 42 ›› Issue (04): 1044-1048.

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Realization of algorithm of abnormal pulse wave signal detection based on associate factor of pulse features

GUO Wei1, LIU Guang-da1, ZHANG Xiao-feng1, WANG Chun-min2, YANG Yu1   

  1. 1. College of Instrumentation and Electrical Engineering, Jilin University, Changchun 130061, China;
    2. College of Optical and Electronical Information, Changchun University of Science and Technology, Changchun 130012, China
  • Received:2010-11-24 Online:2012-07-01 Published:2012-07-01

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Abstract: Because Photoplethysmography (PPG) signal is disturbed by breath, position and movement, it is necessary to detect and remove disturbed signal before computing the user's vital sign. Based on Euclidean distance, pulse wave transit time and coefficient of the pulse waveform, this paper presents a parameter, called associate factor of pulse wave, which is used to detect abnormal pulse waveform. The PPG time serious is divided into pieces using R wave of Electrocardiogram (ECG) signal; the time line of each piece of PPG signal is normalized in order to inhibit sensitive issue of time line in Euclidean distance calculation. The accuracy and feasibility of the proposed algorithm in identifying abnormal waveform are verified by analyzing measured pulse wave signal.

Key words: information processing, pulse waves, electrocardiogram(ECG), associate factor of pulse features

CLC Number: 

  • TN911.72
[1] Allen John. Photoplethysmography and its application in clinical physiological measurement[J]. Physiological Measurement, 2007, 28(3):1-39.
[2] 刘光达,郭维,李肃义,等.穿戴式人体生理参数监测系统[J]. 吉林大学学报:工学版, 2011, 41(3):771-775. Liu Guang-da, Guo Wei, Li Su-yi, et al. Wearable system for continuously monitoring physiological parameters[J]. Journal of Jilin University(Engineering and Technology Edition), 2011, 41(3):771-775.
[3] Almond N E, Cooke E D. Observations on the photoplethysmograph pulse derived from a laser Doppler flowmeter[J]. Physiological Measurement, 1989, 10(2):137-145.
[4] 张坤,焦腾,付峰,等. 运用小波模极大值滤波算法消除光电容积脉搏波中的运动干扰[J]. 仪器仪表学报, 2009, 30(3):586-589. Zhang Kun, Jiao Teng, Fu Feng, et al. Motion artifact cancellation in photoplethysmography using reconstruction of wavelet transform modules maxima[J]. Chinese Journal of Scientific Instrument,2009,30(3):586- 589.
[5] 罗志昌,张松,杨益民,等.微循环容积脉搏波血流特征信息的研究[J]. 北京生物医学工程, 2001, 20(2):98-101. Luo Zhi-chang, Zhang Song, Yang Yi-min, et al. A research on characteristics information of blood flow of volume pulse in microcirculation[J]. Beijing Biomedical Engineering, 2001, 20(2):98- 101.
[6] Patterson R, Belalcazar A. RR and R wave to finger pulse interval changes as a function of respiration rate and body position using VCRS//Proceeding of the 19th Annual International Conference of the IEEE, Chicago, USA, 1997.
[7] Mason Lynne I, Pattern Robert P. Determining the relationship of heart rate and blood pressure using voluntary cardio-respiratory synchronization(VCRS)[J]. Physiological Measurement, 2003, 24(4):814-857.
[8] Aaron E, Flores Judith E. Pattern recognition of sleep in rodents using piezoelectric signals generated by gross body movements[J]. Transactions Biomedical Engineering, 2007, 54(2):225- 233.
[9] 王海涛,吕沙里,郑慧君,等.容积脉搏波序列的异常模式检测[J]. 仪器仪表学报, 2009, 30(11):2285-2290. Wang Hai-tao, Lü Sha-li, Zheng Hui-jun, et al. Detection of abnormal pattern of volume pulse time series[J]. Chinese Journal of Scientific Instrument, 2009, 30(11):2285-2290.
[10] 苏剑波,徐波.应用模式识别技术导论 [M]. 北京:清华大学出版社,2002:1-7.
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