VOL. 10, NO. 16, SEPTEMBER 2015 ISSN 1819-6608
ARPN Journal of Engineering and Applied Sciences
© 2006-2015 Asian Research Publishing Network (ARPN). All rights reserved.
www.arpnjournals.com
6859
PULSE FREQUENCY SPECTRUM OF SUBJECTS WHOSE NORMAL
ELECTROCARDIOGRAM (ECG) TEST
Erni Yudaningtyas, Waru Djuriatno and Rudy Yuwono
Department of Electrical Engineering, University of Brawijaya MT. Haryono, Malang, East Java, Indonesia
E-Mail: erni@ub.ac.id
ABSTRACT
Pulse wave is a time domain periodic wave which the pattern is described qualitatively. Transformations is
required to get the pulse wave measured quantitatively. It can be realized by using Fast Fourier Transform (FFT). That is a
numerical computational method based on Fourier transform which transform the time domain periodic wave into
frequency domain. Recording the pulse wave in the time domain is done on the subject of studies in which the results of the
electrocardiograph (ECG) recording showed a normal heart function. Pulse wave is obtained by pressing the blood vessels
using pressure sensors in the radial artery area. Pulse wave patterns in the radial artery area have a systolic time about 0.16
seconds. The special characteristic pattern of pulse wave can only be known quantitatively if the pulse wave pattern is
consistent. Frequency spectrum and its constituent frequency spectrum amplitude pulse waves were obtained using the FFT
method. Through this method, special characteristic of the pulse wave frequency spectrum from the subject of study was
known between (1.5 to 2.1) Hz. This method is more informative because it can show special characteristics quantitatively
rather than the pattern of the pulse wave in the time domain.
Keyword: pulse wave, the radial artery, Fast Fourier Transform (FFT), frequency spectrum.
INTRODUCTION
Pulse examinations in humans include frequency,
rhythm, pulse amplitude, and the condition of the wall
blood vessels [1]. Pulsesin western medicine reflects the
cardiovascular system; certain diseases affect the change
of pulse characteristics [2]. Pulse palpation method is one
of the most important diagnostic tools. Records of the
radial artery pulse in normal subjects can be seen in
Figure-1.
Figure-1. Radial artery pulse in normal subject.
Nowadays, the development of engineering field
is growing rapidly, especially in the field of electrical
engineering and signal processing. With the removal of
noise interference and developments in the medical world,
sensors, pattern recognition, signal processing, and
database make the pulse recording tool can be realized
[3].
The specific characteristic of pulse wave is very
important in pulse diagnosis research. The special
characteristic pulse wave based on the characteristics of
the time domain can be used to determine specific
characteristics pulse wave accurately [4]. However, those
special features have not shown the quantitative results.
Pulse wave is a time domain periodic wave
whosepattern is described qualitatively. Transformations
are required to get the pulse wave measured quantitatively.
It can be realized by using the Fast Fourier Transform
(FFT). This method is a numerical computational method
based on Fourier transform which transforms time domain
periodic wave form into the frequency domain. FFT results
will show the frequency spectrum and its constituent
frequency spectrum amplitude pulse wave.
We proposedpulse wave subjects whose
normalECG recording in time domain which reflect
normal cardiac function. Furthermore, the frequency
spectrums are searched by using FFT method. This method
will showed the pulse wave characteristic in frequency
spectrum.
METHODS
This research consists of two (2) phases Figure-2.
1. Phase I (observation phase) is pulse wave recording of
the subject of research. Population targets were
patients of type 2 diabetes who do not have impaired
renal function with normal electrocardiograph
recording results. Objects which are observed in this
phase research are the pulse wave patterns of
recording results in radial artery area in the time
domain. Pulse wave patterns are focused in systolic