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Motion-compensated detection of heart rate based on the time registration adaptive filter

机译:基于时间配准自适应滤波器的运动补偿心率检测

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摘要

A non-contact heart rate detection method based on the dual-wavelength technique is proposed and demonstrated experimentally. The heart rate is obtained based on the PhotoPlethysmoGraphy (PPG). Each detection module uses the reflection detection probe which is composed of the LED and the photodiode. It is a well-known fact that the differences in the circuits of two detection modules result in different responses of two modules for motion artifacts. It will cause a time delay between the two signals. This poses a great challenge to compensate the motion artifacts during measurements. In order to solve this problem, we have firstly used the time registration and translated the signals to ensure that the two signals are consistent in time domain. Then the adaptive filter is used to compensate the motion artifacts. Moreover, the data obtained by using this non-contact detection system is compared with those of the conventional finger blood volume pulse (BVP) sensor by simultaneously measuring the heart rate of the subject. During the experiment, the left hand remains stationary and is detected by a conventional finger BVP sensor. Meanwhile, the moving palm of right hand is detected by the proposed system. The data obtained from the proposed non-contact system are consistent and comparable with that of the BVP sensor. This method can effectively suppress the interference caused by the two circuit differences and successfully compensate the motion artifacts. This technology can be used in medical and daily heart rate measurement.
机译:提出了一种基于双波长技术的非接触式心率检测方法,并进行了实验验证。心率是根据光电心律图(PPG)获得的。每个检测模块都使用由LED和光电二极管组成的反射检测探针。众所周知的事实是,两个检测模块的电路差异导致两个模块对运动伪像的响应不同。这将导致两个信号之间的时间延迟。这对在测量期间补偿运动伪影提出了巨大挑战。为了解决这个问题,我们首先使用时间配准并转换信号以确保两个信号在时域上是一致的。然后,使用自适应滤波器来补偿运动伪像。此外,通过同时测量对象的心率,将使用该非接触式检测系统获得的数据与常规手指血容量脉搏(BVP)传感器的数据进行比较。在实验过程中,左手保持静止,并由常规手指BVP传感器检测到。同时,所提出的系统检测到右手移动的手掌。从建议的非接触式系统获得的数据与BVP传感器的数据一致且可比。该方法可以有效地抑制由两个电路差异引起的干扰,并成功地补偿了运动伪影。该技术可用于医疗和日常心率测量。

著录项

  • 来源
    《Nanophotonics Australasia 2017》|2017年|1045651.1-1045651.8|共8页
  • 会议地点 Melbourne(AU)
  • 作者单位

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China,University of Chinese Academy of Sciences, Beijing, 100049, China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China,University of Chinese Academy of Sciences, Beijing, 100049, China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China,University of Chinese Academy of Sciences, Beijing, 100049, China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China,University of Chinese Academy of Sciences, Beijing, 100049, China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China;

    Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences(CAS), Beijing, 100094,China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    heart rate; PhotoPlethysmoGraphy(PPG); time registration; adaptive filter; motion artifacts;

    机译:心率; PhotoPlethysmoGraphy(PPG);时间登记;自适应滤波器运动伪影;
  • 入库时间 2022-08-26 14:33:03

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