A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy
Joint Authors
Lu, Mingli
Chou, Yongxin
Zhang, Ruilei
Feng, Yufeng
Lu, Zhenli
Xu, Benlian
Source
Journal of Healthcare Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-05-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Chou, Yongxin& Zhang, Ruilei& Feng, Yufeng& Lu, Mingli& Lu, Zhenli& Xu, Benlian. 2017. A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy. Journal of Healthcare Engineering،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1181176
Modern Language Association (MLA)
Chou, Yongxin…[et al.]. A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy. Journal of Healthcare Engineering No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1181176
American Medical Association (AMA)
Chou, Yongxin& Zhang, Ruilei& Feng, Yufeng& Lu, Mingli& Lu, Zhenli& Xu, Benlian. A Real-Time Analysis Method for Pulse Rate Variability Based on Improved Basic Scale Entropy. Journal of Healthcare Engineering. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1181176
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1181176