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基于步态加速度特征的人体疲劳检测

李月香 李美俊 范小芹

计算机工程2012,Vol.38Issue(11):271-273,3.
计算机工程2012,Vol.38Issue(11):271-273,3.DOI:10.3969/j.issn.1000-3428.2012.11.082

基于步态加速度特征的人体疲劳检测

Human Fatigue Detection Based on Gait Acceleration Feature

李月香 1李美俊 1范小芹1

作者信息

  • 1. 山西大学计算机与信息技术学院,太原030006
  • 折叠

摘要

Abstract

Traditional physiology human fatigue detection methods have the problems that the time is long and accuracy is low. Aiming at this problem, this paper proposes a novel method for human fatigue identification based on gait acceleration. Collecting gait acceleration data by using a Micro Electro Mechanical Sensor(MEMS) triaxial accelerometer, based on correlation coefficients, the method proposed in this paper can be used to identify human fatigue. Experimental results show that the accuracy of identification is 93.06% with 9 test subjects, and this method has the advantages of calculating time and accuracy.

关键词

步态加速度/人体疲劳/相关系数法/微机电传感器

Key words

gait acceleration/ human fatigue/ correlation coefficient method/ Micro Electro Mechanical Sensor(MEMS)

分类

信息技术与安全科学

引用本文复制引用

李月香,李美俊,范小芹..基于步态加速度特征的人体疲劳检测[J].计算机工程,2012,38(11):271-273,3.

基金项目

国家自然科学基金资助项目(61100058) (61100058)

计算机工程

OACSCDCSTPCD

1000-3428

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