Title :
Comparison of valley-to-valley and peak-to-peak intervals from photoplethysmographic signals to obtain heart rate variability in the sitting position
Author :
Xiang Chen ; Tianjun Chen ; Feifei Luo ; Jin Li
Author_Institution :
Key Lab. of Biomed. Inf. Eng. of Minist. of Educ., Xi´an Jiaotong Univ., Xian, China
Abstract :
Photoplethysmographic (PPG) signals have been considered as a promising approach to obtain heart rate variability (HRV). In the study, we used RR intervals (RRI) of electrocardiograph (ECG) as a standard to compare the accuracy of valley-to-valley intervals (VVI) and peak-to-peak intervals (PPI) from PPG for HRV analysis in the sitting position. The PPG and the ECG signals were recorded simultaneously from 20 subjects. The PPI and VVI time series were derived from the PPG signal and RRI time series were from the ECG signals. For each interval time series, 9 HRV indices were calculated. The correlation and linear regression analysis were performed to assess the consistency. The results showed that for all indices, the correlation coefficients between VVI and RRI reached 0.979±0.025 and the determination coefficients R2>0.94, which were higher than the corresponding parameters between PPI and RRI. The results suggest that for PPG signals, VVI is more reliable than PPI for HRV analysis in the sitting position.
Keywords :
correlation methods; electrocardiography; medical signal processing; photoplethysmography; regression analysis; time series; ECG signals; HRV analysis; HRV indices; PPG signal; PPI time series; RR intervals; RRI time series; VVI time series; correlation analysis; correlation coefficients; determination coefficients; electrocardiograph; heart rate variability; interval time series; linear regression analysis; peak-to-peak intervals; photoplethysmographic signals; sitting position; valley-to-valley intervals; Accuracy; Correlation; Educational institutions; Electrocardiography; Heart rate variability; Rail to rail inputs; Time series analysis; electrocardiography (ECG); heart rate variability (HRV); peak-to-peak intervasl(PPI); photoplethysmography (PPG); valley-to-valley intervals(VVI);
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2760-9
DOI :
10.1109/BMEI.2013.6746936