Title :
Apply GM(h, N) to cluster the influence factor in heart rate variability index evaluation using five-minute electrocardiogram
Author :
Lee, Ya-Ting ; You, Mei-Li ; Wen, Kun-Li
Author_Institution :
Dept. of Beauty Sci., Chienkuo Technol. Univ., Changhua, Taiwan
Abstract :
The purpose of this paper is to do the heart rate variability index(HRV) evaluation of human based on GM(h, N) in grey system theory, so as to construct an alarm sign for our health. This paper can be divided into four parts. First, the characteristics of heart rate variability index examination in human are presented, such as, pressure index (PSI), total power (TD), very low frequency (VLF), high frequency (HF), the standard deviation of the N-N interval (SDNN). Second, we present GM(h,N) as our mathematics model. Third, based on the mathematics model that we mentioned, to get the evaluation. Finally, we can provide the analyzed results become an alarm sign for human health.
Keywords :
electrocardiography; grey systems; health care; GM(h,N); alarm sign; five-minute electrocardiogram; grey system theory; heart rate variability index evaluation; human health; Decision making; Hafnium; Heart rate; Heart rate variability; Human factors; Intelligent systems; Mathematical model; Mathematics; Parasympathetic nervous system; Resonant frequency;
Conference_Titel :
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4914-9
Electronic_ISBN :
978-1-4244-4916-3
DOI :
10.1109/GSIS.2009.5408066