SlideShare ist ein Scribd-Unternehmen logo
1 von 24
Downloaden Sie, um offline zu lesen
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
Seminar Report
ABSTRACT 
Photoplethysmography (PPG) technology has been used to develop 
small, wearable, pulse rate sensors. These devices, consisting of infrared light-emitting 
diodes (LEDs) and photodetectors, offer a simple, reliable, low-cost means of 
monitoring the pulse rate noninvasively. Recent advances in optical technology have 
facilitated the use of high-intensity green LEDs for PPG, increasing the adoption of this 
measurement technique. In this review, we briefly present the history of PPG and recent 
developments in wearable pulse rate sensors with green LEDs. The application of 
wearable pulse rate monitors is discussed. 
The principle behind PPG sensors is optical detection of blood volume 
changes in the microvascular bed of the tissue. The sensor system consists of a light 
source and a detector, with red and infrared (IR) light-emitting diodes (LEDs) 
commonly used as the light source. The PPG sensor monitors changes in the light 
intensity via reflection from or transmission through the tissue. The changes in light 
intensity are associated with small variations in blood perfusion of the tissue and 
provide information on the cardiovascular system, in particular, the pulse rate. 
i
CONTENTS 
CHAPTER TITLE PAGE NO: 
1. INTRODUCTION 1 
2. PLETHYSMOGRAPHY 3 
2.1 DEFINITION 3 
2.2 TYPES OF PLETHYSMOGRAPHY 4 
2.2.1 Air-Displacement plethysmography 4 
2.2.2 Photo plethysmography 5 
2.2.3 Strain gauge plethysmography 5 
2.2.4 Impedance plethysmography 5 
3. PHOTOPLETHYSMOGRAPHY 6 
3.1 PRINCIPLE 6 
3.2 LIGHT WAVELENGTH 6 
3.2.1 The optical water window 7 
3.2.2 Isobestic wavelength 7 
3.2.3 Tissue penetration depth 8 
3.3 DIFFERENT MODES OF PPG 9 
3.3.1 Transmission Mode 9 
3.3.2 Reflectance Mode 11 
ii
3.4 PLETHYSMOGRAPHIC WAVEFORM 12 
3.5 PHOTOPLETHYSMOGRAPHIC DEVICES 13 
3.5.1 Earphone earbud PPG sensors 13 
3.5.2 PPG ring sensor 14 
3.5.3 Wristwatch-type sensors 15 
3.5.4 Forehead sensors 16 
3.6 ADVANTAGES 17 
4. CONCLUSION 18 
REFERENCE 19 
iii
LIST OF FIGURES 
FIGURE NO. TITLE PAGE NO: 
3.1 TRANSMISSION MODE PPG 10 
3.2 REFLECTIVE MODE PPG 11 
3.3 PPG WAVEFORM 12 
3.4 EAR PIECE PPG SENSOR 13 
3.5 PPG RING SENSOR 15 
3.6 WRIST WATCH TYPE SENSOR 16 
3.7 FOREHEAD SENSORS 16 
iv
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
CHAPTER 1 
INTRODUCTION 
It is important to monitor the perfusion of the circulation. The most 
important cardiopulmonary parameter is blood pressure, but monitoring it is 
complicated. A second important parameter is blood flow, which is related to blood 
pressure. We can monitor the blood perfusion in large vessels using ultrasound devices, 
but it is not practical to use these routinely. Several devices for monitoring blood 
perfusion have been developed but unfortunately, it is difficult to find a practical device. 
However, the perfusion of blood flow and blood pressure can be determined easily 
using a pulse rate monitor. 
Wearable pulse rate sensors based on Photoplethysmography (PPG) 
have become increasingly popular, with more than ten companies producing these 
sensors commercially. The principle behind PPG sensors is optical detection of blood 
volume changes in the microvascular bed of the tissue. The sensor system consists of a 
light source and a detector, with red and infrared (IR) light-emitting diodes (LEDs) 
commonly used as the light source. The PPG sensor monitors changes in the light 
intensity via reflection from or transmission through the tissue. The changes in light 
intensity are associated with small variations in blood perfusion of the tissue and 
provide information on the cardiovascular system, in particular, the pulse rate. Due to 
the simplicity of this device, wearable PPG pulse rate sensors have been developed. 
This review describes the basic principles of PPG, previous and current developments 
in wearable pulse rate monitors with a light source, and the elimination of motion 
artifacts. 
Arterial blood pressure (ABP) is one of the most important 
hemodynamic characteristics of the cardiovascular system. It not only changes with the 
heart pulsation, but also varies naturally throughout the day as part of the circadian 
rhythm. In addition, ABP also changes in response to stress, drugs or diseases. Thus, 
Dept. of ECE, LMCST 1
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
the development of an accurate and reliable method for continuous ABP measurement 
has attracted much research effort. Although both invasive and non-invasive methods 
have been developed, the latter are more desirable for replacing the invasive method 
that is currently used in clinical practice. 
Photoplethysmography (PPG) technology has been used to develop 
small, wearable, pulse rate sensors. These devices, consisting of infrared light-emitting 
diodes (LEDs) and photodetectors, offer a simple, reliable, low-cost means of 
monitoring the pulse rate noninvasively. Recent advances in optical technology have 
facilitated the use of high-intensity green LEDs for PPG, increasing the adoption of this 
measurement technique. In this review, we briefly present the history of PPG and recent 
developments in wearable pulse rate sensors with green LEDs. The application of 
wearable pulse rate monitors is discussed. 
Dept. of ECE, LMCST 2
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
CHAPTER 2 
PLETHYSMOGRAPHY 
2.1 DEFINITION 
Plethysmography is a non-invasive diagnostic treatment used for 
screening and patient follow-ups with various arterial and venous pathologies. This 
treatment is concerned with the measurement of volume and volume displacement of 
blood. The screening provides a circulatory assessment via a waveform representation 
of pulsatile peripheral blood flow. Instrumentation providing blood volume parameters 
exists but nothing to measure volume directly. An example of this instrumentation is 
the use of an ultrasound. 
While ultrasound provides hemodynamic (hemodynamic refers to the 
forces generated by the heart and the motion of blood through the cardiovascular 
system) data on vein segments, plethysmography provides information that is indirectly 
related to venous volume changes. The data obtained is not specific to venous function 
because limb volume changes may be caused by several factors. 
Rapid changes are typically associated with changes in blood volume or 
movement artifact. If movement is controlled, information specific to blood volume can 
be obtained. Further separation of arterial and venous flow effects can be observed 
through electronic filtration. 
Venous flow changes typically involve long transient time constants 
with duration of seconds or minutes. Venous displacement measurements are typically 
associated with shifts in body position and limb compressions which allow 
measurements of magnitude and duration. 
Dept. of ECE, LMCST 3
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
2.2 TYPES OF PLETHYSMOGRAPHY 
The different types of plethysmography is classified according to the 
basis of the source used. Four main types of plethysmography exist. All of them are 
used in clinical applications inorder to monitor the patients at different parts of the 
body. They are: 
1. Air-Displacement 
2. Photo 
3. Strain gauge 
4. Impedance 
2.2.1 Air-Displacement plethysmography 
It is mainly done for the whole body. With air-displacement 
plethysmography, the volume of an object is measured indirectly by determining the 
volume of air it displaces inside an enclosed chamber (plethysmograph). Thus, human 
body volume is measured when a subject sits inside the chamber and displaces a volume 
of air equal to his or her body volume. Body volume is calculated indirectly by 
subtracting the volume of air remaining inside the chamber when the subject is inside 
from the volume of air in the chamber when it is empty. The volume of air inside the 
chamber is calculated by slightly changing the size of the chamber (e.g. by moving a 
diaphragm in one of the walls) and applying relevant physical gas laws to determine 
the total volume from the changing air pressure within the chamber as its size is 
altered. By subtracting the remaining volume of air inside the chamber when the patient 
is inside from the volume of air in the chamber empty, you get the body volume. 
Dept. of ECE, LMCST 4
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
2.2.2 Photo plethysmography 
They are mainly used for monitoring blood perfusion in different parts 
of the body. It is the simplest way of monitoring the blood perfusion non-invasively. 
Photoelectric plethysmography is concerned with assessment based on cutaneous blood 
volume. An electrode consisting of an infrared LED and a photosensor is attached to 
the skin. Light transmitted into the skin is scattered and absorbed by tissue in the 
illuminated field. Blood attenuates the reflected light and intensity of reflected light 
changes with blood tissue density. The voltage signal generated by the photosensor is 
amplified by a DC circuit. Low frequencies are passed which produces relatively stable 
tracing. This corresponds to blood density in the underlying tissue. 
2.2.3 Strain gauge plethysmography 
Strain gauge plethysmography uses a transducer filled with mercury or 
indium- gallium metal alloy conductor. Stretching the strain gauge causes a decrease is 
diameter causing an increase in voltage. When wrapped around a limb segment, the 
gauge provides a circumferential measurement that can be used to compute area. The 
“slice volume” of the limb segment changes as the limb volume expands and contracts. 
The mercury gauge is a very sensitive indicator of changes in the digital volume and 
permits measurement of systolic blood pressure at any level of the extremity. 
2.2.4 Impedance plethysmography 
The final type of plethysmography is impedance plethysmography. A 
weak current is passed through a limb and the electrical resistance to current flow is 
measured. Four conductive bands are taped around the limb as outer and inner pairs of 
electrodes. The inner pair is then used to measure electrical resistance. 
Dept. of ECE, LMCST 5
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
CHAPTER 3 
PHOTOPLETHYSMOGRAPHY 
3.1 PRINCIPLE 
The principle of PPG has been reviewed previously, and is explained 
briefly here. Light travelling though biological tissue can be absorbed by different 
substances, including pigments in the skin, bone, and arterial and venous blood. Most 
changes in blood flow occur mainly in the arteries and arterioles (but not in the veins). 
For example, arteries contain more blood volume during the systolic phase of the 
cardiac cycle than during the diastolic phase. PPG sensors optically detect changes in 
the blood flow volume (i.e., changes in the detected light intensity) in the microvascular 
bed of tissue via reflection from or transmission through the tissue. 
3.2 LIGHT WAVELENGTH 
The interaction of light with biological tissue is complex and includes 
the optical processes of (multiple) scattering, absorption, reflection, transmission and 
fluorescence (Anderson and Parrish 1981). Several researchers have investigated the 
optical processes in relation to PPG measurements. Researchers have highlighted the 
key factors that can affect the amount of light received by the photodetector; the blood 
volume, blood vessel wall movement and the orientation of red blood cells (RBC). The 
orientation effect has been demonstrated by recording pulsatile waveforms from dental 
pulp and in a glass tube where volumetric changes should not be possible, and more 
recently by N¨aslund et al (2006) who detected pulsatile waveforms in bone. The 
recorded pulses do bear a direct relationship with perfusion, and the greater the blood 
volume the more the light source is attenuated. However, attempts at pulse amplitude 
quantification (‘calibration’) have been largely unsuccessful. 
Dept. of ECE, LMCST 6
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
The interaction of light with biological tissue can be quite complex and 
may involve scattering, absorption and/or reflection. Anderson and Parrish examined 
the optical characteristics and penetration depth of light in human skin. The wavelength 
of optical radiation is also important in light–tissue interactions (Cui et al 1990), and 
for three main reasons: 
1. The optical water window 
2. Isobestic wavelength 
3. Tissue penetration depth 
3.2.1. The optical water window 
The main constituent of tissue is water that absorbs light very strongly 
in the ultraviolet and the longer infrared wavelengths. The shorter wavelengths of light 
are also strongly absorbed by melanin. There is, however, a window in the absorption 
spectra of water that allows visible (red) and near infrared light to pass more easily, 
thereby facilitating the measurement of blood flow or volume at these wavelengths. 
Thus, the red or near infrared wavelengths are often chosen for the PPG light source 
(Jones 1987). 
3.2.2. Isobestic wavelength 
Significant differences exist in absorption between oxyhaemoglobin 
(HbO2) and reduced hemoglobin (HB) except at the isobestic wavelengths (Gordy and 
Drabkin 1957). For measurements performed at an isobestic wavelength (i.e. close to 
805 nm, for near infrared range) the signal should be largely unaffected by changes in 
blood oxygen saturation. 
Dept. of ECE, LMCST 7
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
3.2.3. Tissue penetration depth 
The depth to which light penetrates the tissue for a given intensity of 
optical radiation depends on the operating wavelength (Murray and Marjanovic 1997). 
In PPG the catchment (study) volume, depending on the probe design, can be of the 
order of 1 cm3 for transmission mode systems. PPG can provide information about 
capillary nutritional blood flow and the thermoregulatory blood flow through arterio-venous 
anastomosis shunt vessels. 
Within the visible region, the dominant absorption peak corresponded 
to the blue region of the spectrum, followed by the green-yellow region (between 500 
and 600 nm) corresponding to red blood cells. The shorter wavelengths of light are 
strongly absorbed by melanin. Water absorbs light in the ultraviolet and longer IR 
regime; however, red and near-IR light pass easily. As a result, IR wavelengths have 
been used as a light source in PPG sensors. 
Blood absorbs more light than the surrounding tissue. Therefore, a 
reduction in the amount of blood is detected as an increase in the intensity of the 
detected light. The wavelength and distance between the light source and photodetector 
(PD) determine the penetration depth of the light. 
Green light is suitable for the measurement of superficial blood flow in 
skin. Light with wavelengths between 500 and 600 nm (the green-yellow region of the 
visible spectrum) exhibits the largest modulation depth with pulsatile blood absorption. 
IR or near-IR wavelengths are better for measurement of deep-tissue blood flow (e.g., 
blood flow in muscles). Thus, IR light has been used in PPG devices for some time. 
However, green-wavelength PPG devices are becoming increasingly popular due to the 
large intensity variations in modulation observed during the cardiac cycle for these 
wavelengths. A green LED has much greater absorptivity for both oxyhaemoglobin and 
deoxyhaemoglobin compared to infrared light. 
Dept. of ECE, LMCST 8
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
Therefore, the change in reflected green light is greater than that in 
reflected infrared light when blood pulses through the skin, resulting in a better signal-to- 
noise ratio for the green light source. Several green-light-based 
photoplethysmographs are available commercially. For example, MIO Global has 
developed the MIO Alpha in cooperation with Philips; this measures the 
electrocardiogram (ECG) with 99% accuracy, even while cycling at speeds of up to 24 
kmph. For daily use, Omron has developed a green light pulse rate monitor (HR-500U, 
OMRON, Muko, Japan). 
Furthermore, the use of video cameras using the signal based on the red 
green blue (RGB) colour space has been considered, as shown in Section 3.3. The green 
signal was found to provide the strongest plethysmographic signal among camera RGB 
signals. Haemoglobin absorbs green light better than red and green light penetrates 
tissue to a deeper level than blue light. Therefore, the green signal contains the strongest 
plethysmographic signal. 
3.3 DIFFERENT MODES OF PPG 
The different modes in PPG is categorized according to the positions in 
placement of the light source and the photodetector. According to this way there are 
two modes of operation of PPG. They are: 
1. Transmission 
2. Reflectance 
3.3.1 Transmission Mode 
In transmission mode, the light transmitted through the medium is 
detected by a PD opposite the LED source. The transmission mode is capable of 
obtaining a relatively good signal, but the measurement site may be limited. To be 
Dept. of ECE, LMCST 9
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
effective, the sensor must be located on the body at a site where transmitted light can 
be readily detected, such as the fingertip, nasal septum, cheek, tongue, or earlobe. 
Sensor placement on the nasal septum, cheek or tongue is only effective under 
anesthesia. 
In transmission mode, when the IR LED illuminates, the light is forced 
to fall on the part of the body on to which the device is kept. The light start transmitting 
through the body part. In this case some of the light is absorbed by the capillary bed, 
some will be reflected back from the capillary bed, some transmits through and reach 
the photodiode kept at the opposite end of the source and the rest reflect back at the 
surface itself. The light transmitted through the body part and reaching the photodiode 
is noted and the waveform is noted as the plethysmographic waveform. 
Fig 3.1 Transmission mode PPG 
The fingertip and earlobe are the preferred monitoring positions; 
however, these sites have limited blood perfusion. In addition, the fingertip and earlobe 
are more susceptible to environmental extremes, such as low ambient temperatures 
(e.g., for military personnel or athletes in training). The greatest disadvantage is that the 
fingertip sensor interferes with daily activates. 
Dept. of ECE, LMCST 10
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
3.3.2 Reflectance Mode 
Reflectance mode eliminates the problems associated with sensor 
placement, and a variety of measurement sites can be used (as discussed in the 
following section). However, reflection-mode PPG is affected by motion artifacts 
and pressure disturbances. Any movement, such as physical activity, may lead to 
motion artifacts that corrupt the PPG signal and limit the measurement accuracy 
of physiological parameters. Pressure disturbances acting on the probe, such as the 
contact force between the PPG sensor and measurement site, can deform the arterial 
geometry by compression. Thus, in the reflected PPG signal, the AC amplitude may 
be influenced by the pressure exerted on the skin. 
Fig 3.2 Reflectance mode PPG 
In this case also as the light is illuminated, some light will be transmitted 
through, some will be reflected back at the surface itself, some are absorbed by the 
capillary bed. Here the reflected signals are captured by the photodiode kept adjacent 
the source and the waveform is noted according to the amount of light falling on the 
photodiode after reflection. 
Dept. of ECE, LMCST 11
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
3.4 PLETHYSMOGRAPHIC WAVEFORM 
PPG sensors optically detect changes in the blood flow volume (i.e., 
changes in the detected light intensity) in the microvascular bed of tissue via reflection 
from or transmission through the tissue. Photoplethysmographic waveform, consisting 
of direct current (DC) and alternating current (AC) components. The DC component 
of the PPG waveform corresponds to the detected transmitted or reflected optical 
signal from the tissue, venous blood, non-pulsatile component of artery blood and 
depends on the structure of the tissue and the average blood volume of both arterial 
and venous blood. Note that the DC component changes slowly with respiration. 
Fig 3.3 PPG waveform 
The AC component shows changes in the blood volume that occurs 
between the systolic and diastolic phases of the cardiac cycle. The fundamental 
frequency of the AC component depends on the heart rate and is superimposed onto 
the DC component. The AC current shows the pulsatile component of the artery blood. 
The variation of blood flow represented by AC component is the flow during the 
systolic phase of the cardiac cycle. 
Dept. of ECE, LMCST 12
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
3.5 PHOTOPLETHYSMOGRAPHIC DEVICES 
Wearable pulse rate sensors based on photoplethysmography (PPG) 
have become increasingly popular in recent years with the technology advancing day 
by day. Nowadays more than ten companies producing these sensors commercially. 
The principle of PPG have become more popular as it is non-invasive. Due to the 
simplicity of this device, wearable PPG pulse rate sensors have been developed. Some 
of the mostly used devices are: 
3.5.1 Earphone earbud PPG sensors 
Fig 3.4 Earpiece PPG sensor 
Dept. of ECE, LMCST 13
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
Earphone/earbud PPG sensors are also available and provide greater 
comfort for the user. In this design, a reflective photosensor is embedded into each 
earbud, as shown in Figure 3. The sensor earbuds are inserted into the ear and 
positioned against the inner side of the tragus to detect the amount of light reflected 
from the subcutaneous blood vessels in the region. The PPG sensor earbuds look and 
work like a regular pair of earphones, requiring no special training for use. 
A headset with an ear-clip, transmission-type PPG sensor allows 
continuous, real-time monitoring of heart rate while listening to music during daily 
activities. In addition, the proposed headset is equipped with a triaxial accelerometer, 
which enables the measurement of calorie consumption and step-counting. However, 
over the course of a variety of daily activities (e.g., walking, jogging, and sleeping), 
the PPG sensor signal may become contaminated with motion artifacts. 
3.5.2 PPG ring sensor 
The most common commercially available PPG sensor is based on 
finger measurement sites. The transmission mode PPG sensors are commonly used for 
this operation. Finger sites are easily accessed and provide good signal for PPG sensor 
probes. For example, a ring sensor can be attached to the base of the finger for 
monitoring beat-to-beat pulsations. Data from the ring sensor are sent to a computer 
via a radiofrequency transmitter, as shown in Figure. 
To minimize motion artifacts, a double ring design was developed to 
reduce the influence of external forces, acceleration and ambient light, and to hold the 
sensor gently and securely to the skin, so that the blood circulation in the finger 
remained unobstructed. Experiments have verified the resistance of the ring sensor to 
interfering forces and acceleration acting on the ring body. Benchmark testing with 
FDA-approved PPG and ECG sensors revealed that the ring sensor is comparable in 
the detection of beat-to-beat pulsations, despite disturbances. 
Dept. of ECE, LMCST 14
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
Fig 3.5 PPG ring sensor 
3.5.3 Wristwatch-type sensors 
Wristwatch-type sensors have been developed and commercialized by 
several companies. These devices, although much easier to wear, are not usually used 
in clinical settings, due to several technical issues. However, a novel PPG array sensor 
module with a wristwatch-type design has been developed. The proposed module 
measures the PPG signal from the radial artery and the ulnar artery of the wrist, whereas 
previous methods obtained signals from the capillaries in the skin. Phototransistors and 
IR-emitting diodes were placed in an array format to improve the PPG signal sensitivity 
and level of accuracy. 
Various arrays were considered for optimization. A conductive fiber 
wristband was used to reduce external noise. In the experiments, the proposed module 
was assessed and compared with the commercially available product produced by 
BIOPAC. A reflective brachial PPG sensor has also been examined. Although the pulse 
amplitude is lower than those from the finger and earlobe, the PPG pulse waveforms 
from regions in the vicinity of a human artery could be detected and measured easily. 
Dept. of ECE, LMCST 15
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
Fig 3.6 Wristwatch-type sensors 
3.5.4 Forehead sensors 
Fig 3.7 Forehead sensors 
Dept. of ECE, LMCST 16
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
Forehead sensors have shown greater sensitivity to pulsatile signal 
changes under low perfusion conditions, compared with other peripheral body 
locations [31]. The thin-skin layer of the forehead, coupled with a prominent bone 
structure, helps to direct light back to the PD. Sensor placement on the forehead has 
been shown to result in decreased motion artifacts during certain types of physical 
activity. 
3.6 ADVANTAGES 
PPG sensors has provided many advantages over conventional 
techniques. Some of the major advantages of this technology is: 
1. PPG is inexpensive and cheap. 
2. Since it consumes very less power, it is an ideal ambulatory device. 
3. Does not need special training or guidance. 
4. A range of clinically relevant parameters can be obtained from PPG signal. 
5. They offer a simple, reliable, low-cost means of monitoring pulse rate non-invasively. 
Dept. of ECE, LMCST 17
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
CHAPTER 4 
CONCLUSION 
Wearable PPG sensors have become very popular. Although a great 
deal of progress has been made in the hardware and signal processing, an 
acceptable wearable PPG sensor device has yet to be developed. Green light 
sources in PPG sensors minimize motion artifacts. Several filters and algorithms have 
been examined to mimic daily activities on limited time scales. However, better 
accuracy and reproducibility of real environments are required to eliminate 
motion artifacts. Further research is needed for the development of practical 
wearable PPG pulse rate monitors and pulse oximeters. 
The calculation of blood pressure and pulse rate become very common 
in clinical applications inorder to check the patients’ condition. Several devices for 
monitoring blood perfusion have been developed but unfortunately, it is difficult to 
find a practical device. However, the perfusion of blood flow and blood pressure can 
be determined easily using a pulse rate monitor. PPG technology has provided an 
easy method in analyzing the technical measurement within the blood and blood 
volume changes associated with it. They are especially used to develop small 
wearable pulse rate sensors which can be easily used by patients itself. No further 
knowledge of using the device is required in using these devices. They can be used 
without much knowledge. 
Wireless wearable sensors have become more familiar with the new 
incoming technologies where the doctor doesn’t need much guidance. The 
technology has become popular much due to its non-invasive nature. 
Dept. of ECE, LMCST 18
WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 
REFERENCE 
1. Togawa, T.; Tamura, T.; Öberg, P.Å. Biomedical Sensors and Instruments, 
2nd ed.; CRC Press: New York, NY, USA, 2011; pp. 19–190. 
2. Challoner, A.V.J . Photoelectric plethysmography for estimating cutaneous 
blood flow. In Non-invasive Physiological Measurement; Rolfe, P., Ed.; 
Academic Press: Oxford, UK, 1979; Volume 1, pp. 127–151. 
3. Kamal, A.A.R.; Harness, J.B.; Irving, G.; Mearns, A.J. Skin 
photoplethysmography—A review. 
Comput. Methods Programs Biomed. 1989, 28, 257–269. 
4. Alen.J . Ph o t o p l e t h y smo g r a p h y and i t s a p p l i c a t i o n i n c l i n i c a l 
p h y s i o l o g i c a l me a s u r eme n t . 
Physiol. Meas. 2007, 28, R1–R39. 
5. Anderson, R.R.; Parris, E.D. The optics of human skin. J. Invest. Dermatol. 1981, 
77, 13–19. 
6. Giltvedt, J.; Sita, A.; Helme, P. Pulsed multifrequency photoplethysmograph. 
Med. Biol. Eng. Comput. 1984, 22, 212–215. 
7. Cui, W.; Ostrander, L.E.; Lee, B.Y. In vivo reflectance of blood and tissue as 
a function of light wavelength. IEEE Trans. Biomed. Eng. 1990, 37, 632–639. 
8. Z i j l s t r a , W.G. ; Bu u r sma , A. ; Me e u w s e n - v a n d e r R o e s t , 
W. P . A b s o r p t i o n s p e c t r a o f h uma n f e t a l a n d a d u l t 
o x y h emo g l o b i n , d e - o x y h emo g l o b i n , c a r b o x y h emo g l o b i n , 
a n d Me t h emo g l o b i n . Cl i n . C h em . 1 9 9 1 , 3 7 , 1 6 3 3 – 1 6 3 8 . 
9. Meada, Y.; Sekine, M.; Tamura, T. The advantage of green reflected 
J. Med. Syst. 2011, 35, 829–834. 
Dept. of ECE, LMCST 19

Weitere ähnliche Inhalte

Was ist angesagt?

Intraoperative MRI (iMRI) for Brain Surgery in Hyderabad
Intraoperative MRI (iMRI) for Brain Surgery in HyderabadIntraoperative MRI (iMRI) for Brain Surgery in Hyderabad
Intraoperative MRI (iMRI) for Brain Surgery in HyderabadYashodaHospitals
 
Advances in neuroimaging techniques
Advances in neuroimaging techniquesAdvances in neuroimaging techniques
Advances in neuroimaging techniquesSreenivasa Raju
 
Optical and Non-optical Methods of Measuring Axial Length of Eye
Optical and Non-optical Methods of Measuring Axial Length of EyeOptical and Non-optical Methods of Measuring Axial Length of Eye
Optical and Non-optical Methods of Measuring Axial Length of EyeRabindraAdhikary
 
PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...
PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...
PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...bioejjournal
 
Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...
Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...
Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...bioejjournal
 
Geometric distortion artifact remedy
Geometric distortion artifact remedyGeometric distortion artifact remedy
Geometric distortion artifact remedyGamal Mahdaly
 
Table of Contents - June 2021, Volume 12, Number 3
Table of Contents - June 2021, Volume 12, Number 3Table of Contents - June 2021, Volume 12, Number 3
Table of Contents - June 2021, Volume 12, Number 3sipij
 
Navneet.mr hardware & artifacts related to it
Navneet.mr hardware & artifacts related to itNavneet.mr hardware & artifacts related to it
Navneet.mr hardware & artifacts related to itNavneet Ranjan
 
Types of transducers in ultrasound diagnostic
Types of transducers in ultrasound diagnosticTypes of transducers in ultrasound diagnostic
Types of transducers in ultrasound diagnosticMohamed M. Elsaied
 
Increased signal intensity of subarachnoid space on FLAIR MRI
Increased signal intensity of subarachnoid space on FLAIR MRIIncreased signal intensity of subarachnoid space on FLAIR MRI
Increased signal intensity of subarachnoid space on FLAIR MRIWafik Ebrahim
 
Spect in parkinsonism
Spect in parkinsonismSpect in parkinsonism
Spect in parkinsonismgulabsoni
 
Positron Emission Tomography
Positron Emission TomographyPositron Emission Tomography
Positron Emission TomographyAhmad Bader
 

Was ist angesagt? (20)

MRI artifacts
MRI artifactsMRI artifacts
MRI artifacts
 
Biomedical Optical Imaging
Biomedical Optical ImagingBiomedical Optical Imaging
Biomedical Optical Imaging
 
Intraoperative MRI (iMRI) for Brain Surgery in Hyderabad
Intraoperative MRI (iMRI) for Brain Surgery in HyderabadIntraoperative MRI (iMRI) for Brain Surgery in Hyderabad
Intraoperative MRI (iMRI) for Brain Surgery in Hyderabad
 
Advances in neuroimaging techniques
Advances in neuroimaging techniquesAdvances in neuroimaging techniques
Advances in neuroimaging techniques
 
Optical and Non-optical Methods of Measuring Axial Length of Eye
Optical and Non-optical Methods of Measuring Axial Length of EyeOptical and Non-optical Methods of Measuring Axial Length of Eye
Optical and Non-optical Methods of Measuring Axial Length of Eye
 
PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...
PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...
PHONOCARDIOGRAM-BASED DIAGNOSIS USING MACHINE LEARNING: PARAMETRIC ESTIMATION...
 
Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...
Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...
Phonocardiogram Based Diagnosis Using Machine Learning : Parametric Estimatio...
 
MRI Artifacts
MRI ArtifactsMRI Artifacts
MRI Artifacts
 
Respiratory activity sensor
Respiratory activity sensorRespiratory activity sensor
Respiratory activity sensor
 
Basics of MRI
Basics of MRIBasics of MRI
Basics of MRI
 
Geometric distortion artifact remedy
Geometric distortion artifact remedyGeometric distortion artifact remedy
Geometric distortion artifact remedy
 
Table of Contents - June 2021, Volume 12, Number 3
Table of Contents - June 2021, Volume 12, Number 3Table of Contents - June 2021, Volume 12, Number 3
Table of Contents - June 2021, Volume 12, Number 3
 
Mri artifacts
Mri artifactsMri artifacts
Mri artifacts
 
Navneet.mr hardware & artifacts related to it
Navneet.mr hardware & artifacts related to itNavneet.mr hardware & artifacts related to it
Navneet.mr hardware & artifacts related to it
 
Types of transducers in ultrasound diagnostic
Types of transducers in ultrasound diagnosticTypes of transducers in ultrasound diagnostic
Types of transducers in ultrasound diagnostic
 
Increased signal intensity of subarachnoid space on FLAIR MRI
Increased signal intensity of subarachnoid space on FLAIR MRIIncreased signal intensity of subarachnoid space on FLAIR MRI
Increased signal intensity of subarachnoid space on FLAIR MRI
 
Modified report
Modified reportModified report
Modified report
 
Spect in parkinsonism
Spect in parkinsonismSpect in parkinsonism
Spect in parkinsonism
 
Positron Emission Tomography
Positron Emission TomographyPositron Emission Tomography
Positron Emission Tomography
 
4D Flow MRI
4D Flow MRI4D Flow MRI
4D Flow MRI
 

Andere mochten auch

Wearable Sensors for Cardiac Rehabilitation
Wearable Sensors for Cardiac RehabilitationWearable Sensors for Cardiac Rehabilitation
Wearable Sensors for Cardiac RehabilitationAshot Melik-Martirosian
 
BIOSIGNALS_2016_28_CR
BIOSIGNALS_2016_28_CRBIOSIGNALS_2016_28_CR
BIOSIGNALS_2016_28_CRSara Casaccia
 
Patent landscaping report wearable bio sensor on wrist-en_20160407
Patent landscaping report wearable bio sensor on wrist-en_20160407Patent landscaping report wearable bio sensor on wrist-en_20160407
Patent landscaping report wearable bio sensor on wrist-en_20160407Ray Chu
 

Andere mochten auch (7)

Wearable Sensors for Cardiac Rehabilitation
Wearable Sensors for Cardiac RehabilitationWearable Sensors for Cardiac Rehabilitation
Wearable Sensors for Cardiac Rehabilitation
 
BIOSIGNALS_2016_28_CR
BIOSIGNALS_2016_28_CRBIOSIGNALS_2016_28_CR
BIOSIGNALS_2016_28_CR
 
Wearable bio sensor
Wearable bio sensorWearable bio sensor
Wearable bio sensor
 
Patent landscaping report wearable bio sensor on wrist-en_20160407
Patent landscaping report wearable bio sensor on wrist-en_20160407Patent landscaping report wearable bio sensor on wrist-en_20160407
Patent landscaping report wearable bio sensor on wrist-en_20160407
 
Report
ReportReport
Report
 
Wearable bio sensors
Wearable bio sensorsWearable bio sensors
Wearable bio sensors
 
Development of wearable_bio
Development of wearable_bioDevelopment of wearable_bio
Development of wearable_bio
 

Ähnlich wie Merged document 12

Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...eSAT Publishing House
 
Wireless Body Area Networks for Healthcare: A Survey
Wireless Body Area Networks for Healthcare: A SurveyWireless Body Area Networks for Healthcare: A Survey
Wireless Body Area Networks for Healthcare: A Surveyijasuc
 
Extraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emdExtraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emdeSAT Publishing House
 
Extraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emdExtraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emdeSAT Journals
 
IRJET- The Multiphysiological Parameter Monitoring System
IRJET-  	  The Multiphysiological Parameter Monitoring SystemIRJET-  	  The Multiphysiological Parameter Monitoring System
IRJET- The Multiphysiological Parameter Monitoring SystemIRJET Journal
 
Body Temperature & Blood Pressure Remote Monitoring
Body Temperature & Blood Pressure Remote MonitoringBody Temperature & Blood Pressure Remote Monitoring
Body Temperature & Blood Pressure Remote MonitoringIJMTST Journal
 
Improving the Design of Blood Pressure and Blood Saturation Monitors
Improving the Design of Blood Pressure and Blood Saturation MonitorsImproving the Design of Blood Pressure and Blood Saturation Monitors
Improving the Design of Blood Pressure and Blood Saturation MonitorsLuca Parisi
 
Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...
Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...
Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...IOSRJEEE
 
Non-Invasive Blood Glucose Measurement
Non-Invasive Blood Glucose MeasurementNon-Invasive Blood Glucose Measurement
Non-Invasive Blood Glucose Measurementijceronline
 
Research Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and ScienceResearch Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and Scienceinventy
 
Blood Flow Sensors and Meters with their working
Blood Flow Sensors and Meters with their workingBlood Flow Sensors and Meters with their working
Blood Flow Sensors and Meters with their workingjafarfarwa
 
BIO SENSORS BY DHAVAL MAJITHIA AND GROUP
BIO SENSORS BY DHAVAL MAJITHIA AND GROUPBIO SENSORS BY DHAVAL MAJITHIA AND GROUP
BIO SENSORS BY DHAVAL MAJITHIA AND GROUPdbmajithia
 
Blood pressure and blood saturation monitors
Blood pressure and blood saturation monitorsBlood pressure and blood saturation monitors
Blood pressure and blood saturation monitorsLuca Parisi
 

Ähnlich wie Merged document 12 (20)

Non invasive
Non invasiveNon invasive
Non invasive
 
Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...Design and development of electro optical system for acquisition of ppg signa...
Design and development of electro optical system for acquisition of ppg signa...
 
Wireless Body Area Networks for Healthcare: A Survey
Wireless Body Area Networks for Healthcare: A SurveyWireless Body Area Networks for Healthcare: A Survey
Wireless Body Area Networks for Healthcare: A Survey
 
14 587
14 58714 587
14 587
 
Extraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emdExtraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emd
 
Extraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emdExtraction of respiratory rate from ppg signals using pca and emd
Extraction of respiratory rate from ppg signals using pca and emd
 
U34129131
U34129131U34129131
U34129131
 
IRJET- The Multiphysiological Parameter Monitoring System
IRJET-  	  The Multiphysiological Parameter Monitoring SystemIRJET-  	  The Multiphysiological Parameter Monitoring System
IRJET- The Multiphysiological Parameter Monitoring System
 
Pulse detector
Pulse detectorPulse detector
Pulse detector
 
FinalReport
FinalReportFinalReport
FinalReport
 
Oximeter
OximeterOximeter
Oximeter
 
Body Temperature & Blood Pressure Remote Monitoring
Body Temperature & Blood Pressure Remote MonitoringBody Temperature & Blood Pressure Remote Monitoring
Body Temperature & Blood Pressure Remote Monitoring
 
Improving the Design of Blood Pressure and Blood Saturation Monitors
Improving the Design of Blood Pressure and Blood Saturation MonitorsImproving the Design of Blood Pressure and Blood Saturation Monitors
Improving the Design of Blood Pressure and Blood Saturation Monitors
 
Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...
Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...
Design of the Pulse Oximetry Measurement Circuit and Its Sensing System Based...
 
Non-Invasive Blood Glucose Measurement
Non-Invasive Blood Glucose MeasurementNon-Invasive Blood Glucose Measurement
Non-Invasive Blood Glucose Measurement
 
Research Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and ScienceResearch Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and Science
 
Blood Flow Sensors and Meters with their working
Blood Flow Sensors and Meters with their workingBlood Flow Sensors and Meters with their working
Blood Flow Sensors and Meters with their working
 
BIO SENSORS BY DHAVAL MAJITHIA AND GROUP
BIO SENSORS BY DHAVAL MAJITHIA AND GROUPBIO SENSORS BY DHAVAL MAJITHIA AND GROUP
BIO SENSORS BY DHAVAL MAJITHIA AND GROUP
 
Pulseoximetry
PulseoximetryPulseoximetry
Pulseoximetry
 
Blood pressure and blood saturation monitors
Blood pressure and blood saturation monitorsBlood pressure and blood saturation monitors
Blood pressure and blood saturation monitors
 

Kürzlich hochgeladen

The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...ranjana rawat
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performancesivaprakash250
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)simmis5
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesPrabhanshu Chaturvedi
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlysanyuktamishra911
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfankushspencer015
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdfKamal Acharya
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdfKamal Acharya
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 

Kürzlich hochgeladen (20)

The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and Properties
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 

Merged document 12

  • 2. ABSTRACT Photoplethysmography (PPG) technology has been used to develop small, wearable, pulse rate sensors. These devices, consisting of infrared light-emitting diodes (LEDs) and photodetectors, offer a simple, reliable, low-cost means of monitoring the pulse rate noninvasively. Recent advances in optical technology have facilitated the use of high-intensity green LEDs for PPG, increasing the adoption of this measurement technique. In this review, we briefly present the history of PPG and recent developments in wearable pulse rate sensors with green LEDs. The application of wearable pulse rate monitors is discussed. The principle behind PPG sensors is optical detection of blood volume changes in the microvascular bed of the tissue. The sensor system consists of a light source and a detector, with red and infrared (IR) light-emitting diodes (LEDs) commonly used as the light source. The PPG sensor monitors changes in the light intensity via reflection from or transmission through the tissue. The changes in light intensity are associated with small variations in blood perfusion of the tissue and provide information on the cardiovascular system, in particular, the pulse rate. i
  • 3. CONTENTS CHAPTER TITLE PAGE NO: 1. INTRODUCTION 1 2. PLETHYSMOGRAPHY 3 2.1 DEFINITION 3 2.2 TYPES OF PLETHYSMOGRAPHY 4 2.2.1 Air-Displacement plethysmography 4 2.2.2 Photo plethysmography 5 2.2.3 Strain gauge plethysmography 5 2.2.4 Impedance plethysmography 5 3. PHOTOPLETHYSMOGRAPHY 6 3.1 PRINCIPLE 6 3.2 LIGHT WAVELENGTH 6 3.2.1 The optical water window 7 3.2.2 Isobestic wavelength 7 3.2.3 Tissue penetration depth 8 3.3 DIFFERENT MODES OF PPG 9 3.3.1 Transmission Mode 9 3.3.2 Reflectance Mode 11 ii
  • 4. 3.4 PLETHYSMOGRAPHIC WAVEFORM 12 3.5 PHOTOPLETHYSMOGRAPHIC DEVICES 13 3.5.1 Earphone earbud PPG sensors 13 3.5.2 PPG ring sensor 14 3.5.3 Wristwatch-type sensors 15 3.5.4 Forehead sensors 16 3.6 ADVANTAGES 17 4. CONCLUSION 18 REFERENCE 19 iii
  • 5. LIST OF FIGURES FIGURE NO. TITLE PAGE NO: 3.1 TRANSMISSION MODE PPG 10 3.2 REFLECTIVE MODE PPG 11 3.3 PPG WAVEFORM 12 3.4 EAR PIECE PPG SENSOR 13 3.5 PPG RING SENSOR 15 3.6 WRIST WATCH TYPE SENSOR 16 3.7 FOREHEAD SENSORS 16 iv
  • 6. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS CHAPTER 1 INTRODUCTION It is important to monitor the perfusion of the circulation. The most important cardiopulmonary parameter is blood pressure, but monitoring it is complicated. A second important parameter is blood flow, which is related to blood pressure. We can monitor the blood perfusion in large vessels using ultrasound devices, but it is not practical to use these routinely. Several devices for monitoring blood perfusion have been developed but unfortunately, it is difficult to find a practical device. However, the perfusion of blood flow and blood pressure can be determined easily using a pulse rate monitor. Wearable pulse rate sensors based on Photoplethysmography (PPG) have become increasingly popular, with more than ten companies producing these sensors commercially. The principle behind PPG sensors is optical detection of blood volume changes in the microvascular bed of the tissue. The sensor system consists of a light source and a detector, with red and infrared (IR) light-emitting diodes (LEDs) commonly used as the light source. The PPG sensor monitors changes in the light intensity via reflection from or transmission through the tissue. The changes in light intensity are associated with small variations in blood perfusion of the tissue and provide information on the cardiovascular system, in particular, the pulse rate. Due to the simplicity of this device, wearable PPG pulse rate sensors have been developed. This review describes the basic principles of PPG, previous and current developments in wearable pulse rate monitors with a light source, and the elimination of motion artifacts. Arterial blood pressure (ABP) is one of the most important hemodynamic characteristics of the cardiovascular system. It not only changes with the heart pulsation, but also varies naturally throughout the day as part of the circadian rhythm. In addition, ABP also changes in response to stress, drugs or diseases. Thus, Dept. of ECE, LMCST 1
  • 7. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS the development of an accurate and reliable method for continuous ABP measurement has attracted much research effort. Although both invasive and non-invasive methods have been developed, the latter are more desirable for replacing the invasive method that is currently used in clinical practice. Photoplethysmography (PPG) technology has been used to develop small, wearable, pulse rate sensors. These devices, consisting of infrared light-emitting diodes (LEDs) and photodetectors, offer a simple, reliable, low-cost means of monitoring the pulse rate noninvasively. Recent advances in optical technology have facilitated the use of high-intensity green LEDs for PPG, increasing the adoption of this measurement technique. In this review, we briefly present the history of PPG and recent developments in wearable pulse rate sensors with green LEDs. The application of wearable pulse rate monitors is discussed. Dept. of ECE, LMCST 2
  • 8. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS CHAPTER 2 PLETHYSMOGRAPHY 2.1 DEFINITION Plethysmography is a non-invasive diagnostic treatment used for screening and patient follow-ups with various arterial and venous pathologies. This treatment is concerned with the measurement of volume and volume displacement of blood. The screening provides a circulatory assessment via a waveform representation of pulsatile peripheral blood flow. Instrumentation providing blood volume parameters exists but nothing to measure volume directly. An example of this instrumentation is the use of an ultrasound. While ultrasound provides hemodynamic (hemodynamic refers to the forces generated by the heart and the motion of blood through the cardiovascular system) data on vein segments, plethysmography provides information that is indirectly related to venous volume changes. The data obtained is not specific to venous function because limb volume changes may be caused by several factors. Rapid changes are typically associated with changes in blood volume or movement artifact. If movement is controlled, information specific to blood volume can be obtained. Further separation of arterial and venous flow effects can be observed through electronic filtration. Venous flow changes typically involve long transient time constants with duration of seconds or minutes. Venous displacement measurements are typically associated with shifts in body position and limb compressions which allow measurements of magnitude and duration. Dept. of ECE, LMCST 3
  • 9. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 2.2 TYPES OF PLETHYSMOGRAPHY The different types of plethysmography is classified according to the basis of the source used. Four main types of plethysmography exist. All of them are used in clinical applications inorder to monitor the patients at different parts of the body. They are: 1. Air-Displacement 2. Photo 3. Strain gauge 4. Impedance 2.2.1 Air-Displacement plethysmography It is mainly done for the whole body. With air-displacement plethysmography, the volume of an object is measured indirectly by determining the volume of air it displaces inside an enclosed chamber (plethysmograph). Thus, human body volume is measured when a subject sits inside the chamber and displaces a volume of air equal to his or her body volume. Body volume is calculated indirectly by subtracting the volume of air remaining inside the chamber when the subject is inside from the volume of air in the chamber when it is empty. The volume of air inside the chamber is calculated by slightly changing the size of the chamber (e.g. by moving a diaphragm in one of the walls) and applying relevant physical gas laws to determine the total volume from the changing air pressure within the chamber as its size is altered. By subtracting the remaining volume of air inside the chamber when the patient is inside from the volume of air in the chamber empty, you get the body volume. Dept. of ECE, LMCST 4
  • 10. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 2.2.2 Photo plethysmography They are mainly used for monitoring blood perfusion in different parts of the body. It is the simplest way of monitoring the blood perfusion non-invasively. Photoelectric plethysmography is concerned with assessment based on cutaneous blood volume. An electrode consisting of an infrared LED and a photosensor is attached to the skin. Light transmitted into the skin is scattered and absorbed by tissue in the illuminated field. Blood attenuates the reflected light and intensity of reflected light changes with blood tissue density. The voltage signal generated by the photosensor is amplified by a DC circuit. Low frequencies are passed which produces relatively stable tracing. This corresponds to blood density in the underlying tissue. 2.2.3 Strain gauge plethysmography Strain gauge plethysmography uses a transducer filled with mercury or indium- gallium metal alloy conductor. Stretching the strain gauge causes a decrease is diameter causing an increase in voltage. When wrapped around a limb segment, the gauge provides a circumferential measurement that can be used to compute area. The “slice volume” of the limb segment changes as the limb volume expands and contracts. The mercury gauge is a very sensitive indicator of changes in the digital volume and permits measurement of systolic blood pressure at any level of the extremity. 2.2.4 Impedance plethysmography The final type of plethysmography is impedance plethysmography. A weak current is passed through a limb and the electrical resistance to current flow is measured. Four conductive bands are taped around the limb as outer and inner pairs of electrodes. The inner pair is then used to measure electrical resistance. Dept. of ECE, LMCST 5
  • 11. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS CHAPTER 3 PHOTOPLETHYSMOGRAPHY 3.1 PRINCIPLE The principle of PPG has been reviewed previously, and is explained briefly here. Light travelling though biological tissue can be absorbed by different substances, including pigments in the skin, bone, and arterial and venous blood. Most changes in blood flow occur mainly in the arteries and arterioles (but not in the veins). For example, arteries contain more blood volume during the systolic phase of the cardiac cycle than during the diastolic phase. PPG sensors optically detect changes in the blood flow volume (i.e., changes in the detected light intensity) in the microvascular bed of tissue via reflection from or transmission through the tissue. 3.2 LIGHT WAVELENGTH The interaction of light with biological tissue is complex and includes the optical processes of (multiple) scattering, absorption, reflection, transmission and fluorescence (Anderson and Parrish 1981). Several researchers have investigated the optical processes in relation to PPG measurements. Researchers have highlighted the key factors that can affect the amount of light received by the photodetector; the blood volume, blood vessel wall movement and the orientation of red blood cells (RBC). The orientation effect has been demonstrated by recording pulsatile waveforms from dental pulp and in a glass tube where volumetric changes should not be possible, and more recently by N¨aslund et al (2006) who detected pulsatile waveforms in bone. The recorded pulses do bear a direct relationship with perfusion, and the greater the blood volume the more the light source is attenuated. However, attempts at pulse amplitude quantification (‘calibration’) have been largely unsuccessful. Dept. of ECE, LMCST 6
  • 12. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS The interaction of light with biological tissue can be quite complex and may involve scattering, absorption and/or reflection. Anderson and Parrish examined the optical characteristics and penetration depth of light in human skin. The wavelength of optical radiation is also important in light–tissue interactions (Cui et al 1990), and for three main reasons: 1. The optical water window 2. Isobestic wavelength 3. Tissue penetration depth 3.2.1. The optical water window The main constituent of tissue is water that absorbs light very strongly in the ultraviolet and the longer infrared wavelengths. The shorter wavelengths of light are also strongly absorbed by melanin. There is, however, a window in the absorption spectra of water that allows visible (red) and near infrared light to pass more easily, thereby facilitating the measurement of blood flow or volume at these wavelengths. Thus, the red or near infrared wavelengths are often chosen for the PPG light source (Jones 1987). 3.2.2. Isobestic wavelength Significant differences exist in absorption between oxyhaemoglobin (HbO2) and reduced hemoglobin (HB) except at the isobestic wavelengths (Gordy and Drabkin 1957). For measurements performed at an isobestic wavelength (i.e. close to 805 nm, for near infrared range) the signal should be largely unaffected by changes in blood oxygen saturation. Dept. of ECE, LMCST 7
  • 13. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 3.2.3. Tissue penetration depth The depth to which light penetrates the tissue for a given intensity of optical radiation depends on the operating wavelength (Murray and Marjanovic 1997). In PPG the catchment (study) volume, depending on the probe design, can be of the order of 1 cm3 for transmission mode systems. PPG can provide information about capillary nutritional blood flow and the thermoregulatory blood flow through arterio-venous anastomosis shunt vessels. Within the visible region, the dominant absorption peak corresponded to the blue region of the spectrum, followed by the green-yellow region (between 500 and 600 nm) corresponding to red blood cells. The shorter wavelengths of light are strongly absorbed by melanin. Water absorbs light in the ultraviolet and longer IR regime; however, red and near-IR light pass easily. As a result, IR wavelengths have been used as a light source in PPG sensors. Blood absorbs more light than the surrounding tissue. Therefore, a reduction in the amount of blood is detected as an increase in the intensity of the detected light. The wavelength and distance between the light source and photodetector (PD) determine the penetration depth of the light. Green light is suitable for the measurement of superficial blood flow in skin. Light with wavelengths between 500 and 600 nm (the green-yellow region of the visible spectrum) exhibits the largest modulation depth with pulsatile blood absorption. IR or near-IR wavelengths are better for measurement of deep-tissue blood flow (e.g., blood flow in muscles). Thus, IR light has been used in PPG devices for some time. However, green-wavelength PPG devices are becoming increasingly popular due to the large intensity variations in modulation observed during the cardiac cycle for these wavelengths. A green LED has much greater absorptivity for both oxyhaemoglobin and deoxyhaemoglobin compared to infrared light. Dept. of ECE, LMCST 8
  • 14. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS Therefore, the change in reflected green light is greater than that in reflected infrared light when blood pulses through the skin, resulting in a better signal-to- noise ratio for the green light source. Several green-light-based photoplethysmographs are available commercially. For example, MIO Global has developed the MIO Alpha in cooperation with Philips; this measures the electrocardiogram (ECG) with 99% accuracy, even while cycling at speeds of up to 24 kmph. For daily use, Omron has developed a green light pulse rate monitor (HR-500U, OMRON, Muko, Japan). Furthermore, the use of video cameras using the signal based on the red green blue (RGB) colour space has been considered, as shown in Section 3.3. The green signal was found to provide the strongest plethysmographic signal among camera RGB signals. Haemoglobin absorbs green light better than red and green light penetrates tissue to a deeper level than blue light. Therefore, the green signal contains the strongest plethysmographic signal. 3.3 DIFFERENT MODES OF PPG The different modes in PPG is categorized according to the positions in placement of the light source and the photodetector. According to this way there are two modes of operation of PPG. They are: 1. Transmission 2. Reflectance 3.3.1 Transmission Mode In transmission mode, the light transmitted through the medium is detected by a PD opposite the LED source. The transmission mode is capable of obtaining a relatively good signal, but the measurement site may be limited. To be Dept. of ECE, LMCST 9
  • 15. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS effective, the sensor must be located on the body at a site where transmitted light can be readily detected, such as the fingertip, nasal septum, cheek, tongue, or earlobe. Sensor placement on the nasal septum, cheek or tongue is only effective under anesthesia. In transmission mode, when the IR LED illuminates, the light is forced to fall on the part of the body on to which the device is kept. The light start transmitting through the body part. In this case some of the light is absorbed by the capillary bed, some will be reflected back from the capillary bed, some transmits through and reach the photodiode kept at the opposite end of the source and the rest reflect back at the surface itself. The light transmitted through the body part and reaching the photodiode is noted and the waveform is noted as the plethysmographic waveform. Fig 3.1 Transmission mode PPG The fingertip and earlobe are the preferred monitoring positions; however, these sites have limited blood perfusion. In addition, the fingertip and earlobe are more susceptible to environmental extremes, such as low ambient temperatures (e.g., for military personnel or athletes in training). The greatest disadvantage is that the fingertip sensor interferes with daily activates. Dept. of ECE, LMCST 10
  • 16. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 3.3.2 Reflectance Mode Reflectance mode eliminates the problems associated with sensor placement, and a variety of measurement sites can be used (as discussed in the following section). However, reflection-mode PPG is affected by motion artifacts and pressure disturbances. Any movement, such as physical activity, may lead to motion artifacts that corrupt the PPG signal and limit the measurement accuracy of physiological parameters. Pressure disturbances acting on the probe, such as the contact force between the PPG sensor and measurement site, can deform the arterial geometry by compression. Thus, in the reflected PPG signal, the AC amplitude may be influenced by the pressure exerted on the skin. Fig 3.2 Reflectance mode PPG In this case also as the light is illuminated, some light will be transmitted through, some will be reflected back at the surface itself, some are absorbed by the capillary bed. Here the reflected signals are captured by the photodiode kept adjacent the source and the waveform is noted according to the amount of light falling on the photodiode after reflection. Dept. of ECE, LMCST 11
  • 17. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 3.4 PLETHYSMOGRAPHIC WAVEFORM PPG sensors optically detect changes in the blood flow volume (i.e., changes in the detected light intensity) in the microvascular bed of tissue via reflection from or transmission through the tissue. Photoplethysmographic waveform, consisting of direct current (DC) and alternating current (AC) components. The DC component of the PPG waveform corresponds to the detected transmitted or reflected optical signal from the tissue, venous blood, non-pulsatile component of artery blood and depends on the structure of the tissue and the average blood volume of both arterial and venous blood. Note that the DC component changes slowly with respiration. Fig 3.3 PPG waveform The AC component shows changes in the blood volume that occurs between the systolic and diastolic phases of the cardiac cycle. The fundamental frequency of the AC component depends on the heart rate and is superimposed onto the DC component. The AC current shows the pulsatile component of the artery blood. The variation of blood flow represented by AC component is the flow during the systolic phase of the cardiac cycle. Dept. of ECE, LMCST 12
  • 18. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS 3.5 PHOTOPLETHYSMOGRAPHIC DEVICES Wearable pulse rate sensors based on photoplethysmography (PPG) have become increasingly popular in recent years with the technology advancing day by day. Nowadays more than ten companies producing these sensors commercially. The principle of PPG have become more popular as it is non-invasive. Due to the simplicity of this device, wearable PPG pulse rate sensors have been developed. Some of the mostly used devices are: 3.5.1 Earphone earbud PPG sensors Fig 3.4 Earpiece PPG sensor Dept. of ECE, LMCST 13
  • 19. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS Earphone/earbud PPG sensors are also available and provide greater comfort for the user. In this design, a reflective photosensor is embedded into each earbud, as shown in Figure 3. The sensor earbuds are inserted into the ear and positioned against the inner side of the tragus to detect the amount of light reflected from the subcutaneous blood vessels in the region. The PPG sensor earbuds look and work like a regular pair of earphones, requiring no special training for use. A headset with an ear-clip, transmission-type PPG sensor allows continuous, real-time monitoring of heart rate while listening to music during daily activities. In addition, the proposed headset is equipped with a triaxial accelerometer, which enables the measurement of calorie consumption and step-counting. However, over the course of a variety of daily activities (e.g., walking, jogging, and sleeping), the PPG sensor signal may become contaminated with motion artifacts. 3.5.2 PPG ring sensor The most common commercially available PPG sensor is based on finger measurement sites. The transmission mode PPG sensors are commonly used for this operation. Finger sites are easily accessed and provide good signal for PPG sensor probes. For example, a ring sensor can be attached to the base of the finger for monitoring beat-to-beat pulsations. Data from the ring sensor are sent to a computer via a radiofrequency transmitter, as shown in Figure. To minimize motion artifacts, a double ring design was developed to reduce the influence of external forces, acceleration and ambient light, and to hold the sensor gently and securely to the skin, so that the blood circulation in the finger remained unobstructed. Experiments have verified the resistance of the ring sensor to interfering forces and acceleration acting on the ring body. Benchmark testing with FDA-approved PPG and ECG sensors revealed that the ring sensor is comparable in the detection of beat-to-beat pulsations, despite disturbances. Dept. of ECE, LMCST 14
  • 20. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS Fig 3.5 PPG ring sensor 3.5.3 Wristwatch-type sensors Wristwatch-type sensors have been developed and commercialized by several companies. These devices, although much easier to wear, are not usually used in clinical settings, due to several technical issues. However, a novel PPG array sensor module with a wristwatch-type design has been developed. The proposed module measures the PPG signal from the radial artery and the ulnar artery of the wrist, whereas previous methods obtained signals from the capillaries in the skin. Phototransistors and IR-emitting diodes were placed in an array format to improve the PPG signal sensitivity and level of accuracy. Various arrays were considered for optimization. A conductive fiber wristband was used to reduce external noise. In the experiments, the proposed module was assessed and compared with the commercially available product produced by BIOPAC. A reflective brachial PPG sensor has also been examined. Although the pulse amplitude is lower than those from the finger and earlobe, the PPG pulse waveforms from regions in the vicinity of a human artery could be detected and measured easily. Dept. of ECE, LMCST 15
  • 21. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS Fig 3.6 Wristwatch-type sensors 3.5.4 Forehead sensors Fig 3.7 Forehead sensors Dept. of ECE, LMCST 16
  • 22. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS Forehead sensors have shown greater sensitivity to pulsatile signal changes under low perfusion conditions, compared with other peripheral body locations [31]. The thin-skin layer of the forehead, coupled with a prominent bone structure, helps to direct light back to the PD. Sensor placement on the forehead has been shown to result in decreased motion artifacts during certain types of physical activity. 3.6 ADVANTAGES PPG sensors has provided many advantages over conventional techniques. Some of the major advantages of this technology is: 1. PPG is inexpensive and cheap. 2. Since it consumes very less power, it is an ideal ambulatory device. 3. Does not need special training or guidance. 4. A range of clinically relevant parameters can be obtained from PPG signal. 5. They offer a simple, reliable, low-cost means of monitoring pulse rate non-invasively. Dept. of ECE, LMCST 17
  • 23. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS CHAPTER 4 CONCLUSION Wearable PPG sensors have become very popular. Although a great deal of progress has been made in the hardware and signal processing, an acceptable wearable PPG sensor device has yet to be developed. Green light sources in PPG sensors minimize motion artifacts. Several filters and algorithms have been examined to mimic daily activities on limited time scales. However, better accuracy and reproducibility of real environments are required to eliminate motion artifacts. Further research is needed for the development of practical wearable PPG pulse rate monitors and pulse oximeters. The calculation of blood pressure and pulse rate become very common in clinical applications inorder to check the patients’ condition. Several devices for monitoring blood perfusion have been developed but unfortunately, it is difficult to find a practical device. However, the perfusion of blood flow and blood pressure can be determined easily using a pulse rate monitor. PPG technology has provided an easy method in analyzing the technical measurement within the blood and blood volume changes associated with it. They are especially used to develop small wearable pulse rate sensors which can be easily used by patients itself. No further knowledge of using the device is required in using these devices. They can be used without much knowledge. Wireless wearable sensors have become more familiar with the new incoming technologies where the doctor doesn’t need much guidance. The technology has become popular much due to its non-invasive nature. Dept. of ECE, LMCST 18
  • 24. WEARABLE PHOTOPLETHYSMOGRAPHIC SENSORS REFERENCE 1. Togawa, T.; Tamura, T.; Öberg, P.Å. Biomedical Sensors and Instruments, 2nd ed.; CRC Press: New York, NY, USA, 2011; pp. 19–190. 2. Challoner, A.V.J . Photoelectric plethysmography for estimating cutaneous blood flow. In Non-invasive Physiological Measurement; Rolfe, P., Ed.; Academic Press: Oxford, UK, 1979; Volume 1, pp. 127–151. 3. Kamal, A.A.R.; Harness, J.B.; Irving, G.; Mearns, A.J. Skin photoplethysmography—A review. Comput. Methods Programs Biomed. 1989, 28, 257–269. 4. Alen.J . Ph o t o p l e t h y smo g r a p h y and i t s a p p l i c a t i o n i n c l i n i c a l p h y s i o l o g i c a l me a s u r eme n t . Physiol. Meas. 2007, 28, R1–R39. 5. Anderson, R.R.; Parris, E.D. The optics of human skin. J. Invest. Dermatol. 1981, 77, 13–19. 6. Giltvedt, J.; Sita, A.; Helme, P. Pulsed multifrequency photoplethysmograph. Med. Biol. Eng. Comput. 1984, 22, 212–215. 7. Cui, W.; Ostrander, L.E.; Lee, B.Y. In vivo reflectance of blood and tissue as a function of light wavelength. IEEE Trans. Biomed. Eng. 1990, 37, 632–639. 8. Z i j l s t r a , W.G. ; Bu u r sma , A. ; Me e u w s e n - v a n d e r R o e s t , W. P . A b s o r p t i o n s p e c t r a o f h uma n f e t a l a n d a d u l t o x y h emo g l o b i n , d e - o x y h emo g l o b i n , c a r b o x y h emo g l o b i n , a n d Me t h emo g l o b i n . Cl i n . C h em . 1 9 9 1 , 3 7 , 1 6 3 3 – 1 6 3 8 . 9. Meada, Y.; Sekine, M.; Tamura, T. The advantage of green reflected J. Med. Syst. 2011, 35, 829–834. Dept. of ECE, LMCST 19