[1]李晓媛,孟昕元,苏星,等.基于HKG-07A红外脉搏传感器的智能睡眠唤醒仪[J].郑州大学学报(工学版),2015,36(03):30-33.[doi:10.3969/j.issn.1671-6833.2015.03.007]
　LI Xiao-yuan,MENG Xin-yuan,SU Xing,et al.The Design of an Intelligent Sleep Timing Device Based onHKG-07A Infrared Pulse Sensor[J].Journal of Zhengzhou University (Engineering Science),2015,36(03):30-33.[doi:10.3969/j.issn.1671-6833.2015.03.007]
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基于HKG-07A红外脉搏传感器的智能睡眠唤醒仪()
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《郑州大学学报(工学版)》[ISSN:1671-6833/CN:41-1339/T]

卷:
36
期数:
2015年03期
页码:
30-33
栏目:
出版日期:
2015-06-30

文章信息/Info

Title:
The Design of an Intelligent Sleep Timing Device Based onHKG-07A Infrared Pulse Sensor
作者:
李晓媛1; 孟昕元2; 苏星1; 魏建平1; 陈雪美1; 牛云玲1
1.郑州大学电气工程学院，河南郑州450001; 2.河南机电高等专科学校自动控制系，河南新乡453003
Author(s):
LI Xiao-yuan1; MENG Xin-yuan1; SU Xing1; WEl Jian-ping1; CHEN Xue-mei1; NIU Yun-ling1
1.School of Electrical Engineering,Zhenghou University,Zhengzhou 450001,China; 2. Department of Automatic Control,Henan Mechanical and Electrical Engineering College, Xinxiang 453003,China
关键词:
脉搏传感器; 支持向量机SVM; 有效睡眠定时; 智能睡眠监测
Keywords:
infrared pulse sensor; support vector machine; effective sleeptiming; intelligent sleep monitoring
分类号:
TP277
DOI:
10.3969/j.issn.1671-6833.2015.03.007
文献标志码:
A
摘要:
为了提高学生和上班族午睡的效率,减少传统医用睡眠监测仪给使用者带来的不便,在研究人体脉搏和睡眠状态相关性的基础上,设计了一种基于HKG-07A红外脉搏传感器的智能睡眠唤醒仪.该装置仅通过实时监测手指脉搏信号,传输至单片机实现系统控制,采用支持向量机算法( SVM)构建个人睡眠状态分类数据库,自适应地实现睡眠状态的分类预测,结合定时和语音模块实现报警和唤醒功能.
Abstract:
In order to improve the nap efficiency for students and office workers and reduce traditional sleepmedical sleep monitor inconvenience to users,an intelligent sleep awake timer was designed using infraredpulse sensor HKG-07A. This instrument realizes the control system using single chip microcomputer only withreal-time monitoring finger pulse signal. The support vector machine (SVM) algorithm was adopted to buildthe database of personal sleep state levels ,then the sleep status was predicted and classified adaptively. Finally,the functions of alarm and wakeing up were realized in combination with timing and voice modules.
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