• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

频域中的光学差异以抑制可穿戴电子设备的干扰。

Optical difference in the frequency domain to suppress disturbance for wearable electronics.

作者信息

Li Haicheng, Wang Zhouheng, Cao Yu, Ma Yinji, Feng Xue

机构信息

AML, Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China.

Center for Flexible Electronics Technology, Tsinghua University, Beijing, 100084, China.

出版信息

Biomed Opt Express. 2020 Nov 5;11(12):6920-6932. doi: 10.1364/BOE.403033. eCollection 2020 Dec 1.

DOI:10.1364/BOE.403033
PMID:33408970
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7747917/
Abstract

Measurements based on optics offer a wide range of unprecedented opportunities in the biological application due to the noninvasive or non-destructive detection. Wearable skin-like optoelectronic devices, capable of deforming with the human skin, play significant roles in future biomedical engineering such as clinical diagnostics or daily healthcare. However, the detected signals based on light intensity are very sensitive to the light path. The performance degradation of the wearable devices occurs due to device deformation or motion artifact. In this work, we propose the optical difference in the frequency domain of signals for suppressing the disturbance generated by wearable device deformation or motion artifact during the photoplethysmogram (PPG) monitoring. The signal processing is simulated with different input waveforms for analyzing the performance of this method. Then we design and fabricate a wearable optoelectronic device to monitor the PPG signal in the condition of motion artifact and use the optical difference in the frequency domain of signals to suppress irregular disturbance. The proposed method reduced the average error in heart rate estimation from 13.04 beats per minute (bpm) to 3.41 bpm in motion and deformation situations. These consequences open up a new prospect for improving the performance of the wearable optoelectronic devices and precise medical monitoring in the future.

摘要

基于光学的测量方法由于具有非侵入性或非破坏性检测的特点,在生物应用中提供了广泛的前所未有的机会。可穿戴的类皮肤光电器件能够随着人体皮肤变形,在未来生物医学工程如临床诊断或日常医疗保健中发挥重要作用。然而,基于光强检测的信号对光路非常敏感。可穿戴设备的性能会因设备变形或运动伪影而下降。在这项工作中,我们提出了信号频域中的光学差异,以抑制在光电容积脉搏波描记图(PPG)监测期间可穿戴设备变形或运动伪影产生的干扰。使用不同的输入波形对信号处理进行模拟,以分析该方法的性能。然后,我们设计并制造了一种可穿戴光电器件,用于在存在运动伪影的情况下监测PPG信号,并利用信号频域中的光学差异来抑制不规则干扰。在运动和变形情况下,所提出的方法将心率估计的平均误差从每分钟13.04次心跳(bpm)降低到了3.41 bpm。这些结果为未来提高可穿戴光电器件的性能和精确医疗监测开辟了新的前景。

相似文献

1
Optical difference in the frequency domain to suppress disturbance for wearable electronics.频域中的光学差异以抑制可穿戴电子设备的干扰。
Biomed Opt Express. 2020 Nov 5;11(12):6920-6932. doi: 10.1364/BOE.403033. eCollection 2020 Dec 1.
2
Analysis of photoplethysmogram signal to estimate heart rate during physical activity using fractional fourier transform - A sampling frequency independent and reference signal-less method.使用分数阶傅里叶变换分析光电容积脉搏波信号以估计运动期间的心率 - 一种与采样频率无关且无需参考信号的方法。
Comput Methods Programs Biomed. 2023 Feb;229:107294. doi: 10.1016/j.cmpb.2022.107294. Epub 2022 Nov 30.
3
Monte Carlo simulation of light scattering in tissue for the design of skin-like optical devices.用于类皮肤光学器件设计的组织中光散射的蒙特卡罗模拟。
Biomed Opt Express. 2019 Jan 24;10(2):868-878. doi: 10.1364/BOE.10.000868. eCollection 2019 Feb 1.
4
A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor.一种用于使用可穿戴光电容积脉搏波传感器在剧烈体育活动期间重建受运动伪影干扰的心率信号的新型时变频谱滤波算法。
Sensors (Basel). 2015 Dec 23;16(1):10. doi: 10.3390/s16010010.
5
Reference signal less Fourier analysis based motion artifact removal algorithm for wearable photoplethysmography devices to estimate heart rate during physical exercises.基于无参考信号傅里叶分析的运动伪影去除算法,用于可穿戴式光电容积脉搏波描记术设备在体育锻炼期间估计心率。
Comput Biol Med. 2022 Feb;141:105081. doi: 10.1016/j.compbiomed.2021.105081. Epub 2021 Dec 5.
6
Interface sensors with skin piezo-thermic transduction enable motion artifact removal for wearable physiological monitoring.接口传感器与皮肤压电热转换,实现可穿戴生理监测的运动伪影去除。
Biosens Bioelectron. 2021 Sep 15;188:113325. doi: 10.1016/j.bios.2021.113325. Epub 2021 May 18.
7
Profiling the propagation of error from PPG to HRV features in a wearable physiological-monitoring device.分析可穿戴式生理监测设备中从光电容积脉搏波(PPG)到心率变异性(HRV)特征的误差传播情况。
Healthc Technol Lett. 2018 Feb 12;5(2):59-64. doi: 10.1049/htl.2017.0039. eCollection 2018 Apr.
8
A new approach to HR monitoring using photoplethysmographic signals during intensive physical exercise.一种在剧烈体育锻炼期间使用光电容积脉搏波信号进行心率监测的新方法。
Phys Eng Sci Med. 2021 Jun;44(2):535-543. doi: 10.1007/s13246-021-01003-4. Epub 2021 Apr 30.
9
Heart Rate Estimation using PPG signal during Treadmill Exercise.在跑步机运动期间使用光电容积脉搏波信号进行心率估计。
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:3253-3256. doi: 10.1109/EMBC.2019.8857633.
10
A Wearable Pulse Oximeter With Wireless Communication and Motion Artifact Tailoring for Continuous Use.一种具有无线通信和运动伪影定制功能的可穿戴脉搏血氧仪,可实现连续使用。
IEEE Trans Biomed Eng. 2019 Jun;66(6):1505-1513. doi: 10.1109/TBME.2018.2874885. Epub 2018 Oct 9.

本文引用的文献

1
Wearable skin-like optoelectronic systems with suppression of motion artifacts for cuff-less continuous blood pressure monitor.用于无袖带连续血压监测的可抑制运动伪影的可穿戴类皮肤光电系统。
Natl Sci Rev. 2020 May;7(5):849-862. doi: 10.1093/nsr/nwaa022. Epub 2020 Feb 14.
2
Skin-interfaced biosensors for advanced wireless physiological monitoring in neonatal and pediatric intensive-care units.用于新生儿和儿科重症监护病房中高级无线生理监测的皮肤界面生物传感器。
Nat Med. 2020 Mar;26(3):418-429. doi: 10.1038/s41591-020-0792-9. Epub 2020 Mar 11.
3
A Novel Personalized Motion and Noise Artifact (MNA) Detection Method for Smartphone Photoplethysmograph (PPG) Signals.一种用于智能手机光电容积脉搏波(PPG)信号的新型个性化运动和噪声伪影(MNA)检测方法。
IEEE Access. 2018;6:60498-60512. doi: 10.1109/ACCESS.2018.2875873. Epub 2018 Oct 16.
4
Flexible Hybrid Electronics for Digital Healthcare.用于数字医疗保健的灵活混合电子设备。
Adv Mater. 2020 Apr;32(15):e1902062. doi: 10.1002/adma.201902062. Epub 2019 Jun 27.
5
Wearable biosensors for healthcare monitoring.可穿戴式生物传感器在医疗保健监测中的应用。
Nat Biotechnol. 2019 Apr;37(4):389-406. doi: 10.1038/s41587-019-0045-y. Epub 2019 Feb 25.
6
Monte Carlo simulation of light scattering in tissue for the design of skin-like optical devices.用于类皮肤光学器件设计的组织中光散射的蒙特卡罗模拟。
Biomed Opt Express. 2019 Jan 24;10(2):868-878. doi: 10.1364/BOE.10.000868. eCollection 2019 Feb 1.
7
FeetBeat: A Flexible Iontronic Sensing Wearable Detects Pedal Pulses and Muscular Activities.FeetBeat:一种灵活的离子电子传感可穿戴设备,可检测踏频和肌肉活动。
IEEE Trans Biomed Eng. 2019 Nov;66(11):3072-3079. doi: 10.1109/TBME.2019.2900224. Epub 2019 Feb 19.
8
Comparison of speckleplethysmographic (SPG) and photoplethysmographic (PPG) imaging by Monte Carlo simulations and measurements.通过蒙特卡罗模拟和测量对散斑容积描记法(SPG)和光电容积描记法(PPG)成像进行比较。
Biomed Opt Express. 2018 Aug 15;9(9):4306-4316. doi: 10.1364/BOE.9.004306. eCollection 2018 Sep 1.
9
Two-stage motion artefact reduction algorithm for electrocardiogram using weighted adaptive noise cancelling and recursive Hampel filter.基于加权自适应噪声对消和递归 Hampel 滤波器的心电信号两阶段运动伪影消除算法
PLoS One. 2018 Nov 20;13(11):e0207176. doi: 10.1371/journal.pone.0207176. eCollection 2018.
10
Relation between blood pressure and pulse wave velocity for human arteries.人体动脉血压与脉搏波速度的关系。
Proc Natl Acad Sci U S A. 2018 Oct 30;115(44):11144-11149. doi: 10.1073/pnas.1814392115. Epub 2018 Oct 15.