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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 85
Development of Portable Device for Measurement of Blood Glucose,
Temperature and Pulse-Oximeter using Arduino
Varsha Apar1, DR. R.M. Autee2
1M.Tech. Student, Department of Electronics and Telecommunication Engineering, Deogiri Institute of
Engineering and Management Studies, Aurangabad, Maharashtra, India
2Professor, Department of Electronics and Telecommunication Engineering, Deogiri Institute of Engineering and
Management Studies, Aurangabad, Maharashtra, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - This paper is focused on the survey of the
methods which are used to predict diabetic patients
measurement of the blood glucose concentration, Body
Temperature and Pulseoximeter. This system have the
characteristics of noninvasive, simple and very fast speed of
response. Firstly, the method is use near-infrared light(NIR)
irradiation fingers that is the exposure to non-ionizing
radiation. The infrared light transmittance can receive a
signal about the blood glucose concentration. Then after an
amplifier the signal, this signals will transmit to the
Arduino. Here, is uses the Arduino Uno board as the CPU to
analysis and processing the signal. Second, the sensors used
in this work are a body temperature sensor and a blood
oxygen sensor. Finally, the method is used enables to show
the result of the sensor reading and on the LCD screen in,
and it can transmission to laptop for storage data. It is
convenient that customers should know the blood glucose
reading. It is control the adverse effects caused by high
blood glucose when they know their blood glucose levels.
Key Words: Arduino, NIR: Near-Infrared system, LCD,
wireless body area network, sensor, Pulse-oximeter,
Temperature sensor, Blood glucose meter, MATLAB.
1. INTRODUCTION
The role of blood glucose monitoring and measurement
becomes very important for diabetic therapies[1].
Diabetes mellitus(DM) is a chronic and normally leading to
Hyperglycemia .which may cause many complications. The
number of diabetic patients increases. According to the
world health organization (WHO), the number of people
with diabetes has risen from 108 million in 1980 to 422
million in 2014.In 2012, an estimated 1.5 million deaths
were directly caused by diabetes and another 2.2million
deaths were attributable to high blood glucose. WHO
projects that diabetes will be the 7th leading cause of
death in 2030[2]. Thus, diabetic patients need to measure
their blood glucose content at least three every day to
avoid serious complications. But currently, the main
method used for blood glucose is invasive, which has
disadvantages. Near-infrared non-invasive blood glucose
technology has the advantages of no pain, no risk of
infection, rapid measurement, without any chemical
reagents or consumables. In order to design a non-
invasive system, we use the near-infrared light to measure
the blood glucose[3],and next step we use the Arduino
Uno board as the CPU to analysis and processing the
signal. At last, we can show the result in the LCD. The
outline of this paper is as follows. And one more thing
discuss in this paper is Health services is more important
to need of the collect health data from a patient
automatically. The wireless body area network (WBAN) is
a biomedical sensor network node connected wirelessly to
the communication devices, in and near the area of the
body. The WBAN is composed of small devices and low-
power biomedical nodes to prolong the lifespan of sensor
nodes. E-health Sensor V2.0 is a sensor that allows
Arduino to conduct biometric and medical applications
where body monitoring requires different sensors:
sensors for oxygen in the blood (SpO2), body temperature
sensors, glucose sensors, galvanic skin response (GSR-
sweating) sensors. The effectiveness of health care on the
basis of the patient’s condition is necessary. The purpose
of this work is to implement the protocol of WBAN E-
health using body temperature and pulseoximeter
libellium sensors to collect and monitor health data
remotely (telecare). Data from sensor readings on the
serial monitor will be visualized as graphs and stored in a
database. The results of the two sensors can be viewed
through a website, thus allowing the nurse or physician to
monitor the patient’s condition. The outline of this paper
is as follows. Section 2 proposes our methods to test blood
glucose. Section 3 present results and future work about
our model. Reference 4 proposes a WBAN system that
allows private medical applications developed using
personal electronic devices coupled together with the
sensor. Reference 5 describes the special features of
wireless technologies along with their main advantages,
weaknesses and applications in the WBAN.
2 METHODS
We proposed system consists of four parts electrocircuit.
The hardware framework shown in Figure 1.The first part
is near - infrared system. When the near-infrared light
transmission fingers, through this relationship of the
receive near-infrared light sensor signals with the
concentration of blood glucose changes, this system can
detect the blood glucose levels. The second part of the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 86
Arduino is the main control chip, responsible for analysis
and processing the signal of received blood glucose. The
third part is the LCD display. The function of this part is to
display the result of Arduino processing. The fourth part is
the storage function. Main control chip transmit the blood
glucose concentration results to software technology that
it is convenient for the user at any time to view and
analysis.
Fig 1.The hardware framework of our system
2.1 Near-infrared system
Near infrared system consists of near-infrared LED
Transmitter, an near-infrared receiver and signal amplifier
three parts. Its structure diagram shown in Figure 2.
Fig 2.Near-infrared system
Near-Infrared(NIR) is located in the wavelength region of
730nm to 2500nm[4].NIR have many advantages than
other media. The advantages and disadvantages of NIR
shown in Table 1.
Table 1. The advantages and disadvantages of NIR
Advantages Disadvantages
NIR  High S/N ration
 Sensitive to
blood glucose
 Low Absorbance
in skin tissue
 Nondestructive
 Temperature
sensitive
 High
scattering in
skin
Many scientists to use NIR because of it has those
advantages. Such as Heise, the pioneer of the non-invasive
blood glucose techniques, has tried on many aspects of
NIR applied to non-invasive blood glucose
measurements[1]. Maruo et al. used NIR diffuse-
reflectance spectroscopy through fibre optics on the
forearms of diabetic patients[2].Thus, the use of the NIR
may be the most suitable for non-invasive blood glucose
measurement through skin tissue.
2.1.1 Pulse-oximeter
Fig 3. pulse-oximeter transmission image
A blood-oxygen monitor displays the percentage of blood
that is loaded with oxygen. Pulse oximetry is
a noninvasive method for monitoring a person's oxygen
saturation (SO2). The safe, convenient, noninvasive,
inexpensive pulse oximetry method is valuable for
measuring oxygen saturation. In its most common
(transmissive) application mode, a sensor device is placed
on a thin part of the patient's body, usually
a fingertip or earlobe, Pulse oximetry solely measures
hemoglobin saturation[5]. Reflectance pulse oximetry is a
less common alternative to transmissive pulse oximetry.
In this system to measure approximetly value.
2.1.2 Blood glucose meter
Blood glucose monitors are used to measure the amount of
glucose in blood, especially of patients with symptoms or a
history of abnormally high or low blood glucose
levels. Diabetes is a condition in which the pancreas of the
body ceases to produce insulin, which controls blood
glucose levels. In this system to implements a non-invasive
approach to blood glucose monitoring. Near-Infrared
Spectroscopy is chosen due to its sensitivity, selectivity,
low cost, and portability [1]. A wavelength of 1550nm is
chosen due to its high signal-to-noise ratio (SNR) for
glucose signals. And it is very helpful to operate
measureing the glucose level for patient.
2.3 LCD display
LCD display for real-time blood glucose data, user-friendly
understanding of blood glucose concentration at this time,
to take appropriate treatment.
2.4 Resistance Temperature Detectors (RTD)
RTD’s are precision temperature sensors made high-
purity conducting metal like platinum and copper.in this
temperature sensor are required to be in physical contact
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 87
with the object being sensed and conduction to monitor
changes in temperature of body. It is positive temperature
coefficient (PTC) but unlike the thermistor their output is
extremely linear producing very accurate measurements
of temperature.
2.5 System Design
Figure shows the system design architecture in this work.
The E-health sensor device contains a temperature sensor,
a pulseoximeter sensor, blood glucose meter and an
Arduino board. The temperature and pulseoximeter
sensors read the patient’s body condition. The health data
will be stored in a PC desktop server, then stored in
Matlab. Furthermore, the results from the database can be
viewed via in the form of a report. The specifications of the
hardware and software used in this work. Near Infrared
transmittance spectroscopy is used across the finger or
ear lobe to measure glucose. Transmittance spectroscopy
involves a light source and a light detector positioned on
either side of the finger or ear lobe. Near Infrared (NIR)
light is applied onto one side of the ear lobe, while a
receiver on the other side receives the attenuated light.
This attenuated signal is then sampled and processed. Two
LEDs from Thor Labs (LED 1550E) were used as the light
source. Since conventional silicon photodiodes have
limited spectral bandwidth, they cannot be used for
receiving near infrared light. Apart from the level of
glucose in blood, the transmittance of NIR light also
depends on the amount of blood in the path of the light.
The amount of blood can be estimated by measuring the
blood oxygen levels [4]. Pulse Oximetry was used to
measure blood oxygen. Pulse Oximetry uses Red and
Infrared (IR) light to distinguish between Hemoglobin and
Oxy-Hemoglobin in the blood, on which further processing
is applied to get the oxygen saturation [4].this system
application show in diagram.
3. LITERATURE SURVEY
In this paper, various techniques for measuring diabetic,
pulseoximeter and body tempreture were studied. The
diabetic patient can be predicted by using noninvasive
method Analysis, i.e. without blood sample to analysis the
sugar level and tempreture rate and pulse rate also by
using NIR system. The in detailed survey of these
techniques is as below: Diabetes, a metabolic disease that is
characterized by high glucose level in the blood, is a major
problem affecting millions of people today. Among the
various noninvasive methods of detecting, breath analysis
presents an easier, more accurate and viable method in
providing comprehensive clinical care for the disease.
Another technique to predict diabetes is by analyzing NIR
signal , i.e. using near infrared processing system.In their
paper, “WHO ,Diabetes Programme: What is Diabetes
?World Health Oraganization ,”(2016) [1],obtained diabetic
patient by using noninvasive method from publicly
available database and are processed in MATLAB. It is
useful in classifying subjects with the disorders using
classifier tools present in it. Initially the results obtained
from MATLAB are fed into neural network pattern
recognition tool and ANFIS tool box which is integrated in
MATLAB. These are powerful tool are used for data
classification. Relevant extracted features parameters such
as mean, standard deviation, entropy are used as inputs to
the ANFIS.
All these techniques suffer from various drawback like
being invasive, large error deviations, energy computation
difficulties and non_uniform result. Behaviour of a diabetic
person shows change in his life style, food intake in diet
chart, daily blood checkup, regular meds when as
compared to a non-diabetic person. L. Minson, C.Okju, and
L.Seul in their paper - Proc.Int.Conf. Consum.
Electron. (ICCE), ed.P.Corcoran (IEEE, 2011)[4], introduced
diabetic recognition through NIR sensor signal features. In
this system body temperature, pulse oximeter were also
calculated. Graphically and tabular form show the result of
person on laptop .LCD display and text features, both
individually and combined formed the results on validation
dataset.
4. PROPOSED SYSTEM
From above survey, different techniques to predict
diabetic are studied. Here we are proposing a system to
predict blood glucose by taking reference of above survey.
One website is to be developed using noninvasive method
which consist of some of above techniques to measure
blood glucose. On primary basis, to find out glucose,
temperature and pluse oximeter will be added on the
website. The main aim to develop such website is that
anyone can measure diabetic including doctors at any
time. First part analysis can be accessed by any user to
check whether he or she is in diabetic or not, by giving
answers to the patient. From the total score the user can
predict the level of blood glucose level. If the level of
glucose is high, user can concern to the doctor. Also the
second part, i.e. diabetic prediction using noninvasive
method using NIR processing can be used by doctors. The
system uses preprocessing techniques like finding blood
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 88
glucose value, body Temperature and pluse oximeter
reading from that body skin and finally all these
parameters are given to the report. After training, the
system automatically detect whether the person is
diabetic or not, when it processes has more libraries than
MATLAB. Unlike MATLAB is easily portable to any
operating system.
5. SYSTEM RESULTS
Intended non-invasive blood glucose monitoring system
which includes the design and development of system
which sense the values using various a sensors, sensed
value is processed by controller Arduino development
board and then non-invasive blood glucose level
information is provided by sensors platform using
MATLAB. Result of sensed values from blood glucose
sensors, pulse rate monitoring sensors and Temperature
sensors have been shown in figure 4.1, figure 4.2 and
figure 4.3 respectively. The outputs of the body
temperature and pulseoximeter sensors on a serial
monitor. The graphs on the temperature data of a user, the
result of the report is to obtain the output as shown in
figure 4.2 respectively.
Figure 4.1: Blood Glucose sensor
Figure 4.2: Pulse Rate Monitoring and Oxygen Level
Figure 4.3: Temperature sensor
Table 2: Accu-check method versus non-invasive method
From the above table 2 shows the variation of glucose
levels between the accu-check method and the Non-
invasive method. There is slight difference observed in the
non-invasive method compared to the conventional accu-
check method. To check the effectiveness and precision in
estimation of blood glucose fixation, 10 subjects were
considered and readings were taken from the exhibited
model and it was found that blood glucose focus measured
from the exhibited instrument was practically connecting
to the blood glucose level utilizing standard intrusive
system (Accu-check).
This paper presents the different ways to predict the
diabetics patients to have learned. Among those
noninvasive blood glucose measurement techniques can
be used easily and accuracy of these methods is higher as
compared to invasive analysis. Invasive Analysis for
diabeties prediction is also a great research but it is very
expensive and painful in real time. So in this paper, First to
find patient have diabetic or not , and second is body
tempreture and pulse oximeter have check also using
noninvasive methods NIR system.
This system using Arduino and near-infrared to achieve
the measurement of blood glucose concentration. And it
has a non-invasive, quick and easy features. And its overall
price is not high that easy to satisfy the user's price
demand.
6. CONCLUSIONS
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 89
REFERENCES
[1] WHO, Diabetes, World Health Organization Media
Center, Nov 2008,Fact Sheet
[2] Olesberg, JT, Liu, L, Zee, VV and Arnold, MA, In Vivo
Near_Infrared Spectroscopy of Rat Skin Tissue with
Varying Blood Glucose
Level,Analytical.Chemistry,78,2006,215-223.
[3] L. Minson, C.Okju, L.Seul-A and C. Nory:Proc.
Int.Conf.Consum.Electron.(ICCE), ed.P.Corcoran(IEEE,
2011)pp.549-550.
[4] M. R. Yuce: Sens. Actuators 162 (2010) 116.
[5] Millikan GA (1942). "The oximeter: an instrument for
measuring continuously oxygen saturation of arterial
blood in man". Review of Scientific Instruments.
[6] M. Samaneh, A. Perzila and A. Mehran: Proc. Int. Symp.
Commun. Inf. Technol. (ISCIT), ed.E. Dutkiewicz (IEEE,
2012)
[7] V.Ashok,A.Nirmalkumar, and N.Jeyashanthi -A Novel
Method For Blood Glucose Measurement by
Noninvasive Technique Using Laser‖ IEEE-Aug 2011:
vol 3: 556-562.
[8] Prof..Mrs.A.A.Shinde ―Non Invasive Blood Glucose
Measurement using NIR technique based on occlusion
spectroscopy‖ International Journal of Engineering
Science and Technology (IJEST)-2011.
[9] M Heise, HM, Technology for Non-Invasive Monitoring
of Glucose, 18th Annual International Conference of
the IEEE Engineering in Medicine and Biology
Society(Amsterdam),1997,2159-61.
[10] K A Unnikrishna Menon, Deepak Hemachandran,
Abhishek T K ―A Survey on Non-Invasive Blood
Glucose Monitoring Using NIR‖ International
conference on Communication and Signal Processing,
April 3-5, 2013, India.
[11] J. A. Kornuta, M. E. Nipper, and J. B. Dixon, “Low-cost
microcontroller platform for
studying lymphatic biomechanics in vitro,” J. Biomech.
46(1), 183–186 (2013).

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IRJET- Development of Portable Device for Measurement of Blood Glucose, Temperature and Pulse-Oximeter using Arduino

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 85 Development of Portable Device for Measurement of Blood Glucose, Temperature and Pulse-Oximeter using Arduino Varsha Apar1, DR. R.M. Autee2 1M.Tech. Student, Department of Electronics and Telecommunication Engineering, Deogiri Institute of Engineering and Management Studies, Aurangabad, Maharashtra, India 2Professor, Department of Electronics and Telecommunication Engineering, Deogiri Institute of Engineering and Management Studies, Aurangabad, Maharashtra, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - This paper is focused on the survey of the methods which are used to predict diabetic patients measurement of the blood glucose concentration, Body Temperature and Pulseoximeter. This system have the characteristics of noninvasive, simple and very fast speed of response. Firstly, the method is use near-infrared light(NIR) irradiation fingers that is the exposure to non-ionizing radiation. The infrared light transmittance can receive a signal about the blood glucose concentration. Then after an amplifier the signal, this signals will transmit to the Arduino. Here, is uses the Arduino Uno board as the CPU to analysis and processing the signal. Second, the sensors used in this work are a body temperature sensor and a blood oxygen sensor. Finally, the method is used enables to show the result of the sensor reading and on the LCD screen in, and it can transmission to laptop for storage data. It is convenient that customers should know the blood glucose reading. It is control the adverse effects caused by high blood glucose when they know their blood glucose levels. Key Words: Arduino, NIR: Near-Infrared system, LCD, wireless body area network, sensor, Pulse-oximeter, Temperature sensor, Blood glucose meter, MATLAB. 1. INTRODUCTION The role of blood glucose monitoring and measurement becomes very important for diabetic therapies[1]. Diabetes mellitus(DM) is a chronic and normally leading to Hyperglycemia .which may cause many complications. The number of diabetic patients increases. According to the world health organization (WHO), the number of people with diabetes has risen from 108 million in 1980 to 422 million in 2014.In 2012, an estimated 1.5 million deaths were directly caused by diabetes and another 2.2million deaths were attributable to high blood glucose. WHO projects that diabetes will be the 7th leading cause of death in 2030[2]. Thus, diabetic patients need to measure their blood glucose content at least three every day to avoid serious complications. But currently, the main method used for blood glucose is invasive, which has disadvantages. Near-infrared non-invasive blood glucose technology has the advantages of no pain, no risk of infection, rapid measurement, without any chemical reagents or consumables. In order to design a non- invasive system, we use the near-infrared light to measure the blood glucose[3],and next step we use the Arduino Uno board as the CPU to analysis and processing the signal. At last, we can show the result in the LCD. The outline of this paper is as follows. And one more thing discuss in this paper is Health services is more important to need of the collect health data from a patient automatically. The wireless body area network (WBAN) is a biomedical sensor network node connected wirelessly to the communication devices, in and near the area of the body. The WBAN is composed of small devices and low- power biomedical nodes to prolong the lifespan of sensor nodes. E-health Sensor V2.0 is a sensor that allows Arduino to conduct biometric and medical applications where body monitoring requires different sensors: sensors for oxygen in the blood (SpO2), body temperature sensors, glucose sensors, galvanic skin response (GSR- sweating) sensors. The effectiveness of health care on the basis of the patient’s condition is necessary. The purpose of this work is to implement the protocol of WBAN E- health using body temperature and pulseoximeter libellium sensors to collect and monitor health data remotely (telecare). Data from sensor readings on the serial monitor will be visualized as graphs and stored in a database. The results of the two sensors can be viewed through a website, thus allowing the nurse or physician to monitor the patient’s condition. The outline of this paper is as follows. Section 2 proposes our methods to test blood glucose. Section 3 present results and future work about our model. Reference 4 proposes a WBAN system that allows private medical applications developed using personal electronic devices coupled together with the sensor. Reference 5 describes the special features of wireless technologies along with their main advantages, weaknesses and applications in the WBAN. 2 METHODS We proposed system consists of four parts electrocircuit. The hardware framework shown in Figure 1.The first part is near - infrared system. When the near-infrared light transmission fingers, through this relationship of the receive near-infrared light sensor signals with the concentration of blood glucose changes, this system can detect the blood glucose levels. The second part of the
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 86 Arduino is the main control chip, responsible for analysis and processing the signal of received blood glucose. The third part is the LCD display. The function of this part is to display the result of Arduino processing. The fourth part is the storage function. Main control chip transmit the blood glucose concentration results to software technology that it is convenient for the user at any time to view and analysis. Fig 1.The hardware framework of our system 2.1 Near-infrared system Near infrared system consists of near-infrared LED Transmitter, an near-infrared receiver and signal amplifier three parts. Its structure diagram shown in Figure 2. Fig 2.Near-infrared system Near-Infrared(NIR) is located in the wavelength region of 730nm to 2500nm[4].NIR have many advantages than other media. The advantages and disadvantages of NIR shown in Table 1. Table 1. The advantages and disadvantages of NIR Advantages Disadvantages NIR  High S/N ration  Sensitive to blood glucose  Low Absorbance in skin tissue  Nondestructive  Temperature sensitive  High scattering in skin Many scientists to use NIR because of it has those advantages. Such as Heise, the pioneer of the non-invasive blood glucose techniques, has tried on many aspects of NIR applied to non-invasive blood glucose measurements[1]. Maruo et al. used NIR diffuse- reflectance spectroscopy through fibre optics on the forearms of diabetic patients[2].Thus, the use of the NIR may be the most suitable for non-invasive blood glucose measurement through skin tissue. 2.1.1 Pulse-oximeter Fig 3. pulse-oximeter transmission image A blood-oxygen monitor displays the percentage of blood that is loaded with oxygen. Pulse oximetry is a noninvasive method for monitoring a person's oxygen saturation (SO2). The safe, convenient, noninvasive, inexpensive pulse oximetry method is valuable for measuring oxygen saturation. In its most common (transmissive) application mode, a sensor device is placed on a thin part of the patient's body, usually a fingertip or earlobe, Pulse oximetry solely measures hemoglobin saturation[5]. Reflectance pulse oximetry is a less common alternative to transmissive pulse oximetry. In this system to measure approximetly value. 2.1.2 Blood glucose meter Blood glucose monitors are used to measure the amount of glucose in blood, especially of patients with symptoms or a history of abnormally high or low blood glucose levels. Diabetes is a condition in which the pancreas of the body ceases to produce insulin, which controls blood glucose levels. In this system to implements a non-invasive approach to blood glucose monitoring. Near-Infrared Spectroscopy is chosen due to its sensitivity, selectivity, low cost, and portability [1]. A wavelength of 1550nm is chosen due to its high signal-to-noise ratio (SNR) for glucose signals. And it is very helpful to operate measureing the glucose level for patient. 2.3 LCD display LCD display for real-time blood glucose data, user-friendly understanding of blood glucose concentration at this time, to take appropriate treatment. 2.4 Resistance Temperature Detectors (RTD) RTD’s are precision temperature sensors made high- purity conducting metal like platinum and copper.in this temperature sensor are required to be in physical contact
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 87 with the object being sensed and conduction to monitor changes in temperature of body. It is positive temperature coefficient (PTC) but unlike the thermistor their output is extremely linear producing very accurate measurements of temperature. 2.5 System Design Figure shows the system design architecture in this work. The E-health sensor device contains a temperature sensor, a pulseoximeter sensor, blood glucose meter and an Arduino board. The temperature and pulseoximeter sensors read the patient’s body condition. The health data will be stored in a PC desktop server, then stored in Matlab. Furthermore, the results from the database can be viewed via in the form of a report. The specifications of the hardware and software used in this work. Near Infrared transmittance spectroscopy is used across the finger or ear lobe to measure glucose. Transmittance spectroscopy involves a light source and a light detector positioned on either side of the finger or ear lobe. Near Infrared (NIR) light is applied onto one side of the ear lobe, while a receiver on the other side receives the attenuated light. This attenuated signal is then sampled and processed. Two LEDs from Thor Labs (LED 1550E) were used as the light source. Since conventional silicon photodiodes have limited spectral bandwidth, they cannot be used for receiving near infrared light. Apart from the level of glucose in blood, the transmittance of NIR light also depends on the amount of blood in the path of the light. The amount of blood can be estimated by measuring the blood oxygen levels [4]. Pulse Oximetry was used to measure blood oxygen. Pulse Oximetry uses Red and Infrared (IR) light to distinguish between Hemoglobin and Oxy-Hemoglobin in the blood, on which further processing is applied to get the oxygen saturation [4].this system application show in diagram. 3. LITERATURE SURVEY In this paper, various techniques for measuring diabetic, pulseoximeter and body tempreture were studied. The diabetic patient can be predicted by using noninvasive method Analysis, i.e. without blood sample to analysis the sugar level and tempreture rate and pulse rate also by using NIR system. The in detailed survey of these techniques is as below: Diabetes, a metabolic disease that is characterized by high glucose level in the blood, is a major problem affecting millions of people today. Among the various noninvasive methods of detecting, breath analysis presents an easier, more accurate and viable method in providing comprehensive clinical care for the disease. Another technique to predict diabetes is by analyzing NIR signal , i.e. using near infrared processing system.In their paper, “WHO ,Diabetes Programme: What is Diabetes ?World Health Oraganization ,”(2016) [1],obtained diabetic patient by using noninvasive method from publicly available database and are processed in MATLAB. It is useful in classifying subjects with the disorders using classifier tools present in it. Initially the results obtained from MATLAB are fed into neural network pattern recognition tool and ANFIS tool box which is integrated in MATLAB. These are powerful tool are used for data classification. Relevant extracted features parameters such as mean, standard deviation, entropy are used as inputs to the ANFIS. All these techniques suffer from various drawback like being invasive, large error deviations, energy computation difficulties and non_uniform result. Behaviour of a diabetic person shows change in his life style, food intake in diet chart, daily blood checkup, regular meds when as compared to a non-diabetic person. L. Minson, C.Okju, and L.Seul in their paper - Proc.Int.Conf. Consum. Electron. (ICCE), ed.P.Corcoran (IEEE, 2011)[4], introduced diabetic recognition through NIR sensor signal features. In this system body temperature, pulse oximeter were also calculated. Graphically and tabular form show the result of person on laptop .LCD display and text features, both individually and combined formed the results on validation dataset. 4. PROPOSED SYSTEM From above survey, different techniques to predict diabetic are studied. Here we are proposing a system to predict blood glucose by taking reference of above survey. One website is to be developed using noninvasive method which consist of some of above techniques to measure blood glucose. On primary basis, to find out glucose, temperature and pluse oximeter will be added on the website. The main aim to develop such website is that anyone can measure diabetic including doctors at any time. First part analysis can be accessed by any user to check whether he or she is in diabetic or not, by giving answers to the patient. From the total score the user can predict the level of blood glucose level. If the level of glucose is high, user can concern to the doctor. Also the second part, i.e. diabetic prediction using noninvasive method using NIR processing can be used by doctors. The system uses preprocessing techniques like finding blood
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 88 glucose value, body Temperature and pluse oximeter reading from that body skin and finally all these parameters are given to the report. After training, the system automatically detect whether the person is diabetic or not, when it processes has more libraries than MATLAB. Unlike MATLAB is easily portable to any operating system. 5. SYSTEM RESULTS Intended non-invasive blood glucose monitoring system which includes the design and development of system which sense the values using various a sensors, sensed value is processed by controller Arduino development board and then non-invasive blood glucose level information is provided by sensors platform using MATLAB. Result of sensed values from blood glucose sensors, pulse rate monitoring sensors and Temperature sensors have been shown in figure 4.1, figure 4.2 and figure 4.3 respectively. The outputs of the body temperature and pulseoximeter sensors on a serial monitor. The graphs on the temperature data of a user, the result of the report is to obtain the output as shown in figure 4.2 respectively. Figure 4.1: Blood Glucose sensor Figure 4.2: Pulse Rate Monitoring and Oxygen Level Figure 4.3: Temperature sensor Table 2: Accu-check method versus non-invasive method From the above table 2 shows the variation of glucose levels between the accu-check method and the Non- invasive method. There is slight difference observed in the non-invasive method compared to the conventional accu- check method. To check the effectiveness and precision in estimation of blood glucose fixation, 10 subjects were considered and readings were taken from the exhibited model and it was found that blood glucose focus measured from the exhibited instrument was practically connecting to the blood glucose level utilizing standard intrusive system (Accu-check). This paper presents the different ways to predict the diabetics patients to have learned. Among those noninvasive blood glucose measurement techniques can be used easily and accuracy of these methods is higher as compared to invasive analysis. Invasive Analysis for diabeties prediction is also a great research but it is very expensive and painful in real time. So in this paper, First to find patient have diabetic or not , and second is body tempreture and pulse oximeter have check also using noninvasive methods NIR system. This system using Arduino and near-infrared to achieve the measurement of blood glucose concentration. And it has a non-invasive, quick and easy features. And its overall price is not high that easy to satisfy the user's price demand. 6. CONCLUSIONS
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 12 | Dec 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 89 REFERENCES [1] WHO, Diabetes, World Health Organization Media Center, Nov 2008,Fact Sheet [2] Olesberg, JT, Liu, L, Zee, VV and Arnold, MA, In Vivo Near_Infrared Spectroscopy of Rat Skin Tissue with Varying Blood Glucose Level,Analytical.Chemistry,78,2006,215-223. [3] L. Minson, C.Okju, L.Seul-A and C. Nory:Proc. Int.Conf.Consum.Electron.(ICCE), ed.P.Corcoran(IEEE, 2011)pp.549-550. [4] M. R. Yuce: Sens. Actuators 162 (2010) 116. [5] Millikan GA (1942). "The oximeter: an instrument for measuring continuously oxygen saturation of arterial blood in man". Review of Scientific Instruments. [6] M. Samaneh, A. Perzila and A. Mehran: Proc. Int. Symp. Commun. Inf. Technol. (ISCIT), ed.E. Dutkiewicz (IEEE, 2012) [7] V.Ashok,A.Nirmalkumar, and N.Jeyashanthi -A Novel Method For Blood Glucose Measurement by Noninvasive Technique Using Laser‖ IEEE-Aug 2011: vol 3: 556-562. [8] Prof..Mrs.A.A.Shinde ―Non Invasive Blood Glucose Measurement using NIR technique based on occlusion spectroscopy‖ International Journal of Engineering Science and Technology (IJEST)-2011. [9] M Heise, HM, Technology for Non-Invasive Monitoring of Glucose, 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society(Amsterdam),1997,2159-61. [10] K A Unnikrishna Menon, Deepak Hemachandran, Abhishek T K ―A Survey on Non-Invasive Blood Glucose Monitoring Using NIR‖ International conference on Communication and Signal Processing, April 3-5, 2013, India. [11] J. A. Kornuta, M. E. Nipper, and J. B. Dixon, “Low-cost microcontroller platform for studying lymphatic biomechanics in vitro,” J. Biomech. 46(1), 183–186 (2013).