摘要
针对日常生活中脉搏信号在检测过程中易受运动影响,导致心率无法准确监测的问题,利用不同部位的脉搏信息受运动影响在时间和程度之间的区别,提出了基于耳后与指部脉搏信号融合分析方法实现信息互补,来提高心率监测的准确性。同步检测耳后与指部脉搏信号,对其质量评估判断是否为可用段,当日常运动使得信号质量下降时,通过信息融合方法选取质量较好的脉搏信号进行分析,从而确保心率的准确检测。实验结果表明,相较于仅使用单一部位脉搏信号,耳后与指部脉搏信号融合分析后的峰值检测的准确性从90.2%提高至98.8%。提出的基于脉搏信息融合的方法具有更好的抗运动干扰能力,为日常生活状态下的心率的准确检测提供了一种有效途径。
To solve the problem that the daily pulse signal is susceptible to movement during the detection process,which causes the heart rate cannot be accurately monitored.A method to improve the accuracy of heart rate monitoring based on the fusion analysis of pulse signals behind the ears and the fingers is proposed.Use the difference between time and degree of pulse information of different parts affected by exercise to achieve information complementation.The pulse signals behind the ears and the fingers are detected simultaneously,and it is judged whether they are usable segments through quality assessment.When the signal quality is reduced due to motion interference,a better-quality pulse signal is selected for analysis by the information fusion method to ensure the accurate detection of the heart rate.The experimental results show that compared to using only a single-site pulse signal,the accuracy of peak detection after fusion analysis of the pulse signals behind the ear and the finger has been improved from 90.2%to 98.8%.The proposed method based on pulse information fusion has better ability to resist exercise interference and provides an effective way for the accurate detection of heart rate in daily life.
作者
张爱华
常婷婷
漆宇晟
许建雯
马玉润
Zhang Aihua;Chang Tingting;Qi Yusheng;Xu Jianwen;Ma Yurun(College of Electrical and information Engineering,Lanzhou University of Technology,Lanzhou 730050,China;College of Computer and Communication,Lanzhou University of Technology,Lanzhou 730050,China;Key Laboratory of Gansu Advanced Control for Industrial Processes,Lanzhou University of Technology,Lanzhou 730050,China;National Demonstration Center for Experimental Electrical and Control Engineering Education,Lanzhou University of Technology,Lanzhou 730050,China)
出处
《电子测量与仪器学报》
CSCD
北大核心
2020年第10期163-171,共9页
Journal of Electronic Measurement and Instrumentation
基金
国家自然科学基金(81360229)资助项目。
关键词
耳后脉搏信号
指部脉搏信号
质量评估
信息融合
心率检测
pulse signal behind the ear
pulse signal of the finger
quality assessment
the information fusion
detection of heart rate
作者简介
张爱华,1991年于兰州理工大学获得硕士学位,2005年西安交通大学获得博士学位,现为兰州理工大学教授,主要研究方向为生物医学信号检测、处理与识别。E-mail:zhangaihua@lut.edu.cn;常婷婷,2017年于兰州财经大学获得学士学位,现为兰州理工大学硕士研究生,主要研究方向为信号获取、融合与处理,E-mail:1585595212@qq.com;漆宇晟,2012年于湖北文理学院获得.学士学位,现为兰州理工大学博士研究生,主要研究方向为生物医学信号检测、处理与识别。E-mail:lutqiys@163.com;许建雯,2018年于兰州理工大学获得,学士学位,现为兰州理工大学硕士研究生,主要研究方向为生物医学信号检测、处理与识别。E-mail:2265908485@qq.com;马玉润,2013年于兰州大学获得硕士学位,2016年于兰州大学获得博士学位,现为兰州理工大学讲师,主要研究方向为生物医学信号检测、处理与识别,E-mail:wysysanab@126.com。
