Comparison Between Heart Rate Variability and Pulse Rate Variability for Bradycardia and Tachycardia Subjects

Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R w...

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Published in2018 International Conference on Control, Automation and Information Sciences (ICCAIS) pp. 1 - 6
Main Authors Chou, Yongxin, Zhu, Peiyi, Huang, Xufeng, Lin, Jiajun, Liu, Jicheng, Gu, Ya
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2018
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ISSN2475-7896
DOI10.1109/ICCAIS.2018.8570697

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Abstract Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R wave interval sequences (RRIs) and P to P wave interval sequences (PPIs) from ECG and PPG signals, respectively. Then, the 5 features in time domain, 7 features in frequency domain and 9 features in nonlinear domain are extracted from PPIs and RRIs. Finally, two-sample t-test is employed to analyze the relevance of each same features. The results show that there is obvious relevance for these features except for basic scale entropy (BSE). Therefore, PRV can be used to analyze HRV for bradycardia subjects except for the pacemaker wearers, which have less variation patterns and higher HR and PRV For the tachycardia subjects, the PRV has more variation patterns than HRV. If we just consider the accuracy between HR and PR, there are not obviously different for bradycardia and tachycardia subjects.
AbstractList Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R wave interval sequences (RRIs) and P to P wave interval sequences (PPIs) from ECG and PPG signals, respectively. Then, the 5 features in time domain, 7 features in frequency domain and 9 features in nonlinear domain are extracted from PPIs and RRIs. Finally, two-sample t-test is employed to analyze the relevance of each same features. The results show that there is obvious relevance for these features except for basic scale entropy (BSE). Therefore, PRV can be used to analyze HRV for bradycardia subjects except for the pacemaker wearers, which have less variation patterns and higher HR and PRV For the tachycardia subjects, the PRV has more variation patterns than HRV. If we just consider the accuracy between HR and PR, there are not obviously different for bradycardia and tachycardia subjects.
Author Huang, Xufeng
Chou, Yongxin
Zhu, Peiyi
Lin, Jiajun
Gu, Ya
Liu, Jicheng
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  organization: Changshu Institute of Technology, School of Electrical and Automatic Engineering, Suzhou, China
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Snippet Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal...
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SubjectTerms bradycardia
ECG
Electrocardiography
Feature extraction
Frequency-domain analysis
Heart rate variability
Indexes
PPG
pulse rate variability
Rail to rail inputs
tachycardia
Time-domain analysis
Title Comparison Between Heart Rate Variability and Pulse Rate Variability for Bradycardia and Tachycardia Subjects
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