Hidden information technology and data processing in drowsiness detection in normal adults based on pulse signal and ECG detection in normal adults based on pulse signal and ECG

doi:10.4028/www.scientific.net/AMR.1014.417

	Hidden information technology and data processing in drowsiness detection in normal adults based on pulse signal and ECG detection in normal adults based on pulse signal and ECG
	Wang, Qi
	2014
会议名称	4th International Conference on Industry, Information System and Material Engineering, IISME 2014
会议录名称	Advanced Materials Research
卷号	1014
页码	417-420
会议日期	July 26, 2014 - July 27, 2014
会议地点	Nanjing, China
出版者	Trans Tech Publications Ltd
摘要	An objective measurement to evaluate sleep-wake state was studied based on the hidden information among ECG and pulse signals that might offer insights into the nature of sleep. Pulse transit time (PTT) and Wavelet entropy (WE) were computed for twenty sets data which come from self-designed experiments to distinguish the two different states of mental. A significant increase of PTT and decrease of WE ware correlated with the state of drowsiness, and both feature t-test results were p<0.01, thus showing that these features have significant differences between awake and sleepy state. Furthermore, the two characteristics can be recommended as objective indicators for distinguishing the human mental states. © (2014) Trans Tech Publications, Switzerland.
关键词	Electrocardiography Entropy Information systems Drowsiness Drowsiness detection Ecg detections Hidden information Mental state Objective measurement Pulse transit time Wavelet entropies
DOI	10.4028/www.scientific.net/AMR.1014.417
收录类别	EI
语种	英语
EI入藏号	20143418086429
EI主题词	Signal detection
ISSN	10226680
来源库	Compendex
分类代码	641.1 Thermodynamics - 701.1 Electricity: Basic Concepts and Phenomena - 716.1 Information Theory and Signal Processing - 903.2 Information Dissemination
引用统计	无
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/117257
专题	电气工程与信息工程学院
作者单位	Lanzhou University of Technology, Lanzhou, Gansu, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Wang, Qi. Hidden information technology and data processing in drowsiness detection in normal adults based on pulse signal and ECG detection in normal adults based on pulse signal and ECG[C]:Trans Tech Publications Ltd,2014:417-420.