A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 机器人学研究室

	A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy
	Lu ZL(卢振利); Lu, Mingli ; Xu, Benlian ; Chou, Yongxin ; Zhang, Ruilei ; Feng, Yufeng
刊名	Journal of Healthcare Engineering
	2017
卷号	2017 页码:1-10
ISSN号	2040-2295
通讯作者	Chou, Yongxin
产权排序	3
中文摘要	Base scale entropy analysis (BSEA) is a nonlinear method to analyze heart rate variability (HRV) signal. However, the time consumption of BSEA is too long, and it is unknown whether the BSEA is suitable for analyzing pulse rate variability (PRV) signal. Therefore, we proposed a method named sliding window iterative base scale entropy analysis (SWIBSEA) by combining BSEA and sliding window iterative theory. The blood pressure signals of healthy young and old subjects are chosen from the authoritative international database MIT/PhysioNet/Fantasia to generate PRV signals as the experimental data. Then, the BSEA and the SWIBSEA are used to analyze the experimental data; the results show that the SWIBSEA reduces the time consumption and the buffer cache space while it gets the same entropy as BSEA. Meanwhile, the changes of base scale entropy (BSE) for healthy young and old subjects are the same as that of HRV signal. Therefore, the SWIBSEA can be used for deriving some information from long-term and short-term PRV signals in real time, which has the potential for dynamic PRV signal analysis in some portable and wearable medical devices.
WOS标题词	Science & Technology ; Life Sciences & Biomedicine
类目[WOS]	Health Care Sciences & Services
研究领域[WOS]	Health Care Sciences & Services
关键词[WOS]	HEART-RATE-VARIABILITY
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000401868500001
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/20492]
专题	沈阳自动化研究所_机器人学研究室
作者单位	1.School of Electrical and Automatic Engineering, Changshu Institute of Technology, Changshu, 215500, China 2.Changshu No. 1 People's Hospital, Changshu, China 3.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110014, China
推荐引用方式 GB/T 7714	Lu ZL,Lu, Mingli,Xu, Benlian,et al. A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy[J]. Journal of Healthcare Engineering,2017,2017:1-10.
APA	Lu ZL,Lu, Mingli,Xu, Benlian,Chou, Yongxin,Zhang, Ruilei,&Feng, Yufeng.(2017).A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy.Journal of Healthcare Engineering,2017,1-10.
MLA	Lu ZL,et al."A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy".Journal of Healthcare Engineering 2017(2017):1-10.