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头部血压连续检测算法研究与系统设计

385    2024-03-22

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作者:苏文鹏, 庞宇

作者单位:重庆邮电大学 光电信息感测与传输技术重庆市重点实验室,重庆 400065


关键词:特征参数测定法;血压测量;基线漂移;差分阈值


摘要:

血压参数是医学中疾病诊断和治疗的理论基础,在病理分析上具有十分重要的意义。而头部的血压变化不仅反映了头部血液供给是否充足,还体现着中枢神经系统的运行正常与否,因此对于头部血压的实时检测十分必要。针对头部血压测量困难的问题,该文提出一种基于光电容积脉搏波信号的可穿戴头部血压检测装置的设计方法。通过光环境传感器获取额头处的脉搏波信号。采用数字滤波器滤除额头处脉搏波信号的高频噪声、小波滤波法去除基线漂移、差分阈值法提取脉搏波波形特征,最终逐步回归拟合得出血压的计算模型。该系统采用可穿戴设计,经测试比较,与血压测量金标准的水银血压计听诊法测量血压具有较好的一致性。


Research and system design of head blood pressure continuous detection algorithm
SU Wenpeng, PANG Yu
Chongqing Key Laboratory of Optoelectronic Information Sensing and Transmission Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
Abstract: Blood pressure parameters are the theoretical basis of disease diagnosis and treatment in medicine, and are of great significance in pathological analysis. The change of head blood pressure not only reflects whether the head blood supply is sufficient, but also reflects whether the central nervous system operates normally. Therefore, it is necessary to monitor the head blood pressure in real time. Aiming at the difficulty of head blood pressure measurement, this paper presents a design method of wearable head blood pressure monitoring device based on optical capacitance pulse wave signal. The pulse wave signal at the forehead is obtained through the light environment sensor. The digital filter is used to filter out the high-frequency noise of the pulse wave signal at the forehead, the wavelet filter method is used to remove the baseline drift, and the differential threshold method is used to extract the characteristics of the pulse wave waveform. Finally, the calculation model of blood pressure is obtained by stepwise regression fitting. The system adopts wearable design, and has good consistency with the auscultation method of mercury sphygmomanometer, which is the gold standard for blood pressure measurement.
Keywords: characteristic parameters determination method;blood pressure measurement;baseline drift;differential threshold
2024, 50(3):103-110,151  收稿日期: 2022-10-09;收到修改稿日期: 2022-11-08
基金项目: 国家自然科学基金(61971079 )
作者简介: 苏文鹏(1998-),男,安徽蚌埠市人,硕士研究生,专业方向为生命体征信号采集与处理。
参考文献
[1] 计晶晶, 薛康, 陆改玲. 医用物理学[M]. 北京: 高等教育出版社, 2020.
JI J J, XUE K, LU G L. Medical Physics [M]. Beijing: Higher Education Press, 2020.
[2] 姬军. 胸-头脉搏传导时间测量技术研究[D]. 西安: 人民解放军第四军医大学, 2006.
JI J. Research on chest head pulse conduction time measurement technology [D]. Xi'an: Fourth Military Medical University of the People's Liberation Army, 2006.
[3] MCGHEE B H, BRIDGES E J. Monitoring arterial blood pressure: what you may not know [J]. Criticalcare nurse: 2002, 22(4): 60-78.
[4] 李顶立. 基于脉搏波的无创连续血压测量方法研究[D]. 杭州: 浙江大学, 2008.
LI D L. Research on non-invasive continuous blood pressure measurement method based on pulse waves [D]. Hangzhou: Zhejiang University, 2008.
[5] 胡章和, 李震. 孕妇血压与其脉搏波的相关性研究与应用[J]. 生物医学工程学杂志. 1995 (2): 162-164.
HU Z H, LI Z. Correlation study and application of maternal blood pressure with pulse waves [J]. Journal of Biomedical Engineering,1995 (2): 162-164.
[6] 焦学军, 房兴业. 利用脉搏波特征参数连续测量血压的方法研究[J]. 生物医学工程学杂志, 2002, 19(2): 217-220.
JIAO X J, FANG X Y. A study on the method of continuously measuring blood pressure using pulse wave characteristic parameters [J] .Journal of Biomedical Engineering, 2002, 19 (2): 217-220.
[7] 齐向, 华金伟. 名家论脉--中医脉诊理论与实践[M]. 北京: 人民军医出版社, 2010.
QI X, HUA J W. Famous masters discussing pulse - Theory and practice of traditional chinese medicine pulse diagnosis [M]. Beijing: People's Military Medical Press, 2010.
[8] 罗志昌, 张松, 杨益民. 脉搏波的工程分析与临床应用[M]. 北京: 科学出版社. 2006.
LUO Z C, ZHANG S, YANG Y M. Engineering analysis and clinical application of pulse waves [M]. Beijing: Science Press,2006.
[9] 董金陇, 杨录, 刘康驰, 等. 脉搏信号伪基线去除方法研究[J]. 中国测试, 2021, 47(4): 19-25.
DONG J L, YANG L, LIU K C, et al.Research on pseudobaseline removal method for pulse signal [J].China Measurement& Test, 2021, 47 (4): 19-25.
[10] 姚佳旭, 朱磊, 潘杨, 等. 基于STM32的级联型IIR数字滤波器设计[J]. 电子测量技术, 2018, 41(17): 95-99.
YAO J X, ZHU L, PAN Y, et al.Design of cascaded IIR digital filters based on STM32 [J].Electronic Measurement Technology, 2018, 41 (17): 95-99.
[11] 杨福生. 小波变换的工程分析与应用[M]. 北京: 科学出版社, 1999.
YANG F S. Engineering analysis and application of wavelet transform [M]. Beijing: Science Press, 1999.
[12] 史洁玉. MATLAB信号处理超级学习手册[M]. 北京: 人民邮电出版社, 2014.
SHI J Y.MATLAB signal processing super learning manual [M]. Beijing: Posts &Telecom Press, 2014.
[13] 段红, 魏俊民. 现代测试信号处理理论与实践[M]. 北京: 中国纺织出版社, 2005.
DUAN H, WEI J M. Modern testing signal processing theory and practice [M]. Beijing: China Textile & Apparel Press, 2005.
[14] 曲雷政. 基于手指脉搏波的连续血压测量方法研究[D]. 重庆: 重庆邮电大学, 2018.
QU L Z. Research on continuous blood pressure measurement method based on finger pulse waves [D]. Chongqing: Chongqing University Of Posts and Telecommunications, 2018.
[15] 庞宇, 何鸿, 蒋伟. 可穿戴血压检测系统算法研究与设计[J]. 中国测试, 2022, 48(6): 1-7.
PANG Y, HE H, JIANG W. Research and design of wearable blood pressure detection system algorithm [J].China Measurement& Test, 2022, 48 (6): 1-7.