Title :
Nonlinear Analysis of Heart Rate Variability and Plethysmogram in Subjects with Normal and Abnormal Cardiovascular Function
Author :
Miao, Tiejun ; Hashiguchi, Teruto ; Maruyama, Ikuro
Author_Institution :
CCI, Tokyo
Abstract :
We used nonlinear methods of Detrended Fluctuation Analysis (DFA) and Recurrence Quantification Analysis (RQA) to analysis of plethysmograms and their peak intervals in subjects with normal and pathological cardiovascular functions. Our results on HRV using DFA showed that scaling exponent indicated quantitatively differentiations among normal and pathologies. The measures of RQA were found to provide an unambiguous and quantitatively characterization of the plethysmogram time series in different cases. Accordingly, the integrations of these two analyses had the ability to identify and quantify normal and pathological cases, implying a possible clinical application.
Keywords :
cardiovascular system; patient diagnosis; plethysmography; abnormal cardiovascular function; detrended fluctuation analysis; heart rate variability; nonlinear analysis; plethysmogram; recurrence quantification analysis; Cardiology; Delta modulation; Diabetes; Doped fiber amplifiers; Electrocardiography; Fingers; Fluctuations; Heart rate variability; Myocardium; Pathology;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385312