Wan Mahmud, W. M. H. and Balakrishnan, Malarvili (2011) Comparative analysis of preprocessing techniques for quantification of heart rate variability. In: 5th Kuala Lumpur International Conference on Biomedical Engineering 2011: (BIOMED 2011) 20-23 June 2011, Kuala Lumpur, Malaysia. IFMBE Proceedings . Springer Berlin Heidelberg, Germany, pp. 415-419. ISBN 978-364221728-9
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Official URL: http://dx.doi.org/10.1007/978-3-642-21729-6_106
In this paper, a comparative analysis of preprocessing techniques for quantification of heart rate variability (HRV) were performed. These preprocessing techniques are used to transform the Electrocardiogram (ECG) to HRV so that appropriate for spectral and non linear analysis. A number of preprocessing techniques were investigated in this study. In order to evaluate the performance of the preprocessing methods, the differences between the frequency spectrum of the HRV were measured by contrasting the merit indices. Among the preprocessing techniques studied, the result indicate that the utilization of heart rate values instead of heart period values in the derivation of HRV results in more accurate spectrum. Furthermore, the result support that the preprocessing technique based on the convolution of inverse interval values with the rectangular window and the cubic interpolation of inverse interval values are efficient methods for quantification of HRV.
|Item Type:||Book Section|
|Uncontrolled Keywords:||data preprocessing, heart period, heart rate, heart rate variability|
|Subjects:||Q Science > QH Natural history > QH301 Biology|
|Divisions:||?? FBSK ??|
|Deposited By:||Liza Porijo|
|Deposited On:||04 Dec 2012 03:24|
|Last Modified:||05 Feb 2017 00:09|
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