期刊文献+

基于PPG的脉搏波信号采集及其噪声处理 被引量:8

Pulse wave signal acquisition based on PPGand noise processing
下载PDF
导出
摘要 设计了一种运用光电容脉搏波描记法(PPG)采集脉搏波信号的装置,完成了脉搏波信号采集、处理。以双光源二极管作为传感采集端,光频转换器作为光源接收数据端,采集脉搏波信号;单片机STM32L151CBT6完成对双光源二极管闪烁频率的控制以及采集到的原始信号的去噪算法实现;提出了使用形态学滤波器结合RC数字滤波器的方法来去除信号中的基线噪声。经验证,能够得到较好的特征波,提高了信噪比,装置数据可通过蓝牙模组传输到终端显示。 A signal acquisition device is designed to achieve acquisition,processing of pulse wave signal by photoplethysmography(PPG).The dual light source diode is used as the sensing and acquisition terminal,and the optical frequency converter is used as the data receiving terminal to acquire the pulse wave signal.MCU STM32L151CBT6 completes the control of double light source diode flicker frequency and the realization of the denoising algorithm of the collected original signal.A morphological filter combined with RC digital filter is proposed to remove baseline noise.It is proved that it can get better characteristic wave and improve the signal-to-noise ratio.The data can be transmitted to the terminal display via the Bluetooth module in this device.
作者 庞宇 蒋伟 张博臻 PANG Yu;JIANG Wei;ZHANG Bozhen(College of Optoelectronic Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065,China)
出处 《传感器与微系统》 CSCD 2020年第12期112-114,118,共4页 Transducer and Microsystem Technologies
关键词 光电容脉搏波描记法(PPG) 双光源二极管 形态学 RC数字滤波 photoplethysmography(PPG) double light source diode morphology RC digital filtering
  • 相关文献

参考文献8

二级参考文献33

  • 1石宏理,胡波.双树复小波变换及其应用综述[J].信息与电子工程,2007,5(3):229-234. 被引量:24
  • 2Kim B S,Yoo S K. Motion artifact reduction in photoplethys-mography using independent component analysis. Ieee Transactionson Biomedical Engineering, 2006, 53(3): 566-568.
  • 3Yao J, Warren S. A Novel Algorithm to Separate Motion ArtifactsFrom Photoplethysmographic Signals Obtained with aReflectancePulse Oximeter. Conf Proc IEEEEng Med Biol Soc, 2004, 3: 2153-2156.
  • 4Peter G,Harry A. Reducing Motion Artifact in Wearable Bio-Sensors Using Mems Accelerometers for Active Noise Cancellation.Portland, OR, USA, 2005, 1581-1586.
  • 5Wood L B, Asada H. Low Variance Adaptive Filter for CancellingMotion Artifact in Wearable. Conf. Proc. IEEE. Eng. Med. Biol.Soc. 2007: 652-655.
  • 6王文,朱曼璐,王拥军,等.《中国心血管病报告2012》概要[J].中国循环杂志,2013,28(6):408-412.
  • 7JEONG S A, I.EE Y D, JEONG D U, et al. Implementation of pulse wave monitoring system using wearable PPG meas- urement system in daily life[C]//2012 7th International Con- ference on Computing and Convergence Technology (IC CCT). Seoul, South Korea: 2012: 309-312.
  • 8GIL E, MENDEZ M, VERGARA J M, et al. Deleetion of ob- structive sleep apnea in children using decreases in the amplitude fluctuations of PPG signal and HRV [C]//2008 30th Annual In ternational Conference on Engineering in Medicine and Biology So- ciety. Vancouver, BC, Canada: 2008:3479 3482.
  • 9ZHANG Z. Heart rate monitoring from wrist type photople- thysmographie (PPG) signals during intensive physical exer cise [C]//The 2nd IEEE Global Conference on Signal and In- formation Processing (GlobalSIP). Atlanta, GA, USA: 2014: 698-702.
  • 10GIL E, ORINI M, BAILON R, et al. Time varying spectral analysis for comparison of HRV and PPG variability during tilt table test [C]//2010 Annual International Conference on Engineering in Medicine and Biology Society (EMBC). Bue- nos Aires, Argentina: 2010: 3579-3582.

共引文献47

同被引文献88

引证文献8

二级引证文献26

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部