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International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 5
REVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEM
Mani. A1
, Aruna Devi .K2
,DivyaJyothi M. R3
, Nivedha. E4
,
Associate professor, Dept of CSE, SA Engineering college, Chennai, India1
.
Student of B.E (CSE), Dept of CSE, SA Engineering college, Chennai, India2,3,4
ABSTRACT:
These days heart diseases are
considered as the major health issue. It
includes heart attack and cardiac arrest.
Heart attack is the global leading cause
of death for both the genders and
occurrence is not always know.
Sometimes heart attack is often
compared with other type of pain and
not often dealt with it. Hence, this
project is to implement the heart rate
monitoring using IOT. The patients are
expected to carry or wear a hardware
sensor. The sensor with note the heart
rate and transmits it through internet.
The patient may be expected to set the
high and low heart rate individually. On
reaching the high rate or going below
the expected heart rate, an emergency
alert notification is sent to the patient’s,
guardian, doctor and
ambulance(optional) android devices.
KEYWORDS:
IOT, Heart rate sensor, Detect, Health
monitoring, Diagnosis.
I INTRODUCTION:
Internet of things (IoT) is the network of
devices, vehicles etc that contains
electronics, software and connectivity that
helps the iot based things to connect to the
internet and interact and transfer data. IoT
devices can be monitored and
controlledremotely.the traditional fields of
embedded systems, automation and other
devices contribute to the internet of things.
The IOT will be the one of the most
important trends in the future and it also
plays a vital role in many industries. the
advanced connectivity of all devices in
mostly every fields is made easy only due
to the IOT. Some of the major
applications and usage of IOT are :
Consumer applications:
 Vehicles
 Home automation
 Wearable technologies
Commercial applications:
 Medical and health care
 Transportation
 Industrial
applications(manufacturing,
agriculture)
Infrastructure applications:
 Energy management
 Metropolitan scale development
 Environmental monitoring
International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 6
Due to the modern world everyone is busy
and forgets to take care of their health. By
considering this, technology really proves
and as an advancement in the technology,
many sensor and smart medical
instruments are created and it continuously
analyse the individual health and also
predicts the heart attack before the patient
falls sick.
Now a days many sensors are used to
constantly monitor the patient’s health and
transfer the data periodically to the doctors
who are preferred by that particular
patient. Habitual disease have powerful
impact on the individual. Elderly people
have to make regular visit to their doctor
for checking their health vital signs and
results.
Heart attack occurs when there is a
reduced or blockage of blood flow to
coronary artery for a period of time. Our
project is to monitor the blood pressure
and heart beat. Most the people consider
the pain as other physical pain like gastric.
Scientist have developed many algorithms,
devices and sensors to detect the heart
attacks early. The four vital signs used to
detect heart attack are
 Pulse rate
 Respiratory rate
 Blood rate
 Temperature
In this project, proposing a Tele-
monitoring of the human body which
consists of pulse,blood and respiratory
rate. It is sensed through a wireless device
and stored in the database regularly and
will be used to inform and alert the patient
to any problem and undergo possible
diagnosis.
IIRELATED WORKS:
[1] The development of a wireless
heartbeat and temperature monitoring
system based on a microcontroller. The
system is designed in such a way that
patient can be monitored remotely in real
time. the microcontroller controls the
sensors which measures heartbeat and
body temperature of a patient and they are
displayed in the LCD monitor.The
heartbeat sensor counts the heart beat and
the temperature sensor senses the
temperature of the patient and both the
data are send to the microcontroller and
displayed in the LCD at receiving end.
[2] IoT based smart wearable devices
made have made heath care and health
monitoring easy for hospital management
to monitor the patients. It Improves the
quality of health care.Convenient for
patients and improving the management
level of hospital.
[3] Reliable oneM2M-based IoT system
for health care device. This process Does
not cause performance degradation.This
project proposes fault tolerance algorithm
to manage and handle the faults. Its Store
International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 7
information on daisy chain for fault
tolerance and backup copies.
[4] In recent days the role of e-health
applications has taken a major lead in
terms of services,encouraging millions of
people with higher motivation and
confidence to achieve a healthier lifestyle.
Induction of smart gadgetries, people
lifestyle equipped with wearable, and
development of IoT has revitalized the
feature scale of these applications. cloud
access security broker (CASB) has been
introduced for the enhanced and flexible
control of data privacy and security.
[5] Smart healthcare is indispensable in a
smart city to make citizen’s life easy and
comfortable. Smart healthcare enables
citizens to be equipped with an easy,
affordable and technology enabled real
time solution to lead a quality life. Quality
healthcare monitoring and services can be
availed irrespective of remoteness of
people in rural areas from speciality
healthcare establishment generally in
urban areas. IoT enabled biophysical
sensors, monitor biological data with
precision and at appropriate interval to
send to medical cloud server through
heterogeneous communication of wireless
links
[6] Internet of Things, plays an important
role in healthcare applications, from
managing chronic diseases at one end of
the spectrum to preventing disease at the
other. There is an increasing interest in
Internet of Things due to population
explosion and an increase in number of
patients with illness are expected to boost
IoT-based health care services. E-
healthcare system is moving into U-
healthcare system by a fusion of sensors
and mixed networks. Ubiquitous
healthcare (U-healthcare ) is a technology
that provides efficiency, accuracy and
availability of medical treatment. People
can monitor their health without visiting
the hospital or clinic.
[7] Communication and information access
defines the basis to reach a personalized
health end-to-end framework. It makes
continuous and remote vital sign
monitoring feasible and introduces
technological innovations for empowering
health monitors and patient devices with
Internet capabilities. It has been concluded
that secure continuous monitoring is
feasible with the use of the proposed
aggregation mechanisms and the
capabilities from the proposed
interconnection framework. It helps the
hospital authorities to have continuous
monitoring on the patients as well as it
reminds the patient to have the medicines
on time. Data must be confidential and can
only be accessed by the patient and the
medical specialist.
[8] Health IoT is a combination of
communication technologies,
interconnected apps, Things (devices and
sensors), and people that would function
together as one smart system to monitor,
track, and store patients’ healthcare
information for on going care. User-centric
privacy access control in opportunistic
computing, we present an efficient
attribute based access control and a novel
non-homomorphic encryption based
privacy preserving scalar product
computation (PPSPC) protocol.
[9] Fault tolerance algorithm for the
reliable IOT system in which gateway on
the same layer in the system are linked to
International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 8
form a daisy chain for fault tolerance at the
level. the gateway stores a backup copy of
the previous gateway positioned
immediately ahead on the gateway in the
daisy chain. It may system get suffer a
serious performance degradation from
conversion process.
[10] Breathing signal monitoring is used
for providing important clues for health
problems. It requires the wearable devices
and other special equipment. Compared to
the existing system,providing a contact
free and long term breathing rate
monitoring by making full use of wireless
signals is considered to be the more
desirable approach. The tensor beat can
achieve high accuracy under different
environments. person breathing rate
monitoring data’s are not secured, if
multiple users can use single WIFI it leads
to slow in speed. An adversary can always
alter the data by adding some fragments or
by manipulating the data with in a packet.
This altered data can be forwarded to the
coordinator,so that the doctor/caregiver
can get an alert.
[11] The smart phone based system for
real time tele-monitoring of Physical
activity impatience with chronic heart
failure. The proposed system monitoring
in the real world that examines its
requirements, privacy implications,
usability and other challenges .Enquanted
by the participants and health care
providers.Although the system was
designed for tele-monitoring individuals
with CHF,the challenges, privacy
considerations. Other such type of chronic
diseases can also be monitored by using
this method.
[12] Heart rate along with the oxygen rate
is monitored in the project. Light is passed
through the skin to measure the heart beat
rate. By Measuring the intensity change of
light transmitted through tissue, heart rate
is measured.It is real time method to
provide information regarding health.
[13] Techniques of measuring heart rate as
termed from the above work are
Averagecalculation :Average calculation is
defined as counting the number of pulses
in given time. Beat to beat
calculation:Beat-to-beat calculation is
done by measuring the time in seconds
between two consecutive pulses and
converting the time into beats/mins. Heart
rate calculations:Heart rate calculation is
done by calculating the number of pulses
for the given period .then the calculated
number of pulse is converted to bpm.
[14] Measure body movements like eye
blink movements, hand movement by
using wearable motion sensor system for
continuously analysing the health
condition the patient.If the recorded
signals are out of range, it will alert the
doctor and results are displayed in the
Liquid crystal display(LCD).
[15] Wireless interface selection algorithm
is used to yields low cost. Cost delay
trade-off leveraging free short range phone
to phone. It is the Cost effective mobile
health care which build a proof-of-concept
testbed, coined CellChek.
[16] Apart from RHM system, they
developed a framework to identify
classification schemes and analysed both
contextual baseline features from the first
month of intervention such as blood
pressure and the data is transmitted
through the smartphone.
International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 9
[17] Wearable medical sensors and
wireless communication and machine
learning. The patient’s health status is
continuously monitored by sensors and
transmitted through a wireless
communication medium to guardian or
doctor. The device constantly learns about
the change in the patient’s health status
through various health samples by
machine learning. It yields Low cost
solution for continuous monitoring of
health and enables proactive protection
and remote detection of health issues.
[18] The heart rate (HR)is estimated from
the photoplethysmographic(PPG)signal,
during prolong and hard physical
exercises, is discussed in this paper. an
offline version of the HR estimation
algorithm that uses Viterbi decoding is
designed for situations when online
monitoring of heart rate cannot be
performed. Offline version of HR
estimation algorithm is used that does not
require the user to be connected to internet.
[19] Detects the heart beat from the
reflection of human skin. The
measurements are taken at the distance of
72 cm and beam focused on patient’s
palm. The result exactly correlates with the
results gained from the ECG. Use of
aluminium foil to isolate reflection is a
crude technique and it doesnot any data.
III CONCLUSION:
we introduced fog layer at a gateway for
augmenting health monitoring system that
requires quick processing with minimal
delay.Event triggering mechanism is used
to transfer patients ‘health-related vital
signal to cloudInorder to compute the
urgency of the patient, temperature
healthindex is usedInformation delivery
plays a vital role and different data
arecorrelated to form effective
analysisReal time alert enhances the utility
of the proposed system.
IV FUTURE WORKS:
The proposed system makes use of a
wearable hardware device to continuously
monitor the patientWeb application is
being developed with cloud for storing and
retrieving of information.RSA encryption
algorithm is introduced to encrypt the data
International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 10
sent from the hardware device.5G tele-
monitoring system is introduced for fast
and securetransfer of information between
objects.GSM and GPRS modules are used
for tracking and notify the seriousness of
the patient.Smart notification system is
implemented to alert the patient in case of
emergency.
V REFERENCES:
[1] C.K Das, M.W Alam and M.I Hoque,
“a wireless heartbeat and temperature for
remote patients”International Conference
on Mechanical Engineering and
Renewable Energy 2013 (ICMERE2013)
1-3 May 2014, Chittagong, Bangladesh.
[2] Haibin Zhang, Jianpeng Li, Bo Wen
,YijieXun, Jiajia Liu “connecting
intelligent things in smarthospital using
nb-iot”
[3]Mahmood Ahmad,
Muhammad Bilal Amin , Shujaat Hussain ,
Byeong Ho Kang ,Taechoong Cheong,
Sungyoung Lee “Health Fog: a novel
framework for health and wellness
applications” The Journal of
SupercomputingOctober 2016, Volume 72,
Issue 10, pp 3677–3695.
[4]Yael Kurzweil-Segev, Moshe Brodsky,
AlikPolsman, Eli Safrai, Yuri Feldman,
Sharon Einav, and Paul Ben Ishai ”Remote
Monitoring of Phasic Heart Rate
ChangesFrom the Palm”ieee transactions
on terahertz science and technology, vol.
4, no. 5, september 2014.
[5]Daniel Aranki, Student Member, IEEE,
GregorijKurillo, PosuYan,David M.
Liebovitz, and RuzenaBajcsy, Life Fellow,
IEEE “Real-Time Tele-Monitoring of
Patients withChronic Heart-Failure Using
a Smartphone:Lessons Learned”
ieeetransactions on affective computing,
vol. 7, no. 3, july-september 2016
[6]AndriyTemko, Senior Member, IEEE
“Accurate Heart Rate Monitoring During
PhysicalExercises Using PPG” IEEE
transactions on biomedical engineering,
vol. 64, no. 9, september 2017.
[7]ArsalanMosenia, Susmita Sur-kolay,
AnandRaghunathan And Niraj K. Jha
”Wearable Medical Sensor-Based System
Design” IEEE transactions on multi-scale
computing systems, vol. 3, no. 2, april-
june 2017.
[8]Youssef Khazbak, MostafaIzz, Tamer
Eibatt, AbdulrahmanFahim,
ArsanyGuiguis And Mosutafa Youssef
“Cost-Effective Data Transfer for Mobile
Health CareIEEE systems journal, vol. 11,
no. 4, december 2017.
[9] T. H. Luan, L. Gao, Z. Li, Y. Xiang, G.
We, L. Sun, M. Burwood, I. Engineering,
and Z. Gongshang, “Fogcomputing:
focusing on mobile users at the edge,”
International Conference on Networking
and InternetArchitecture, pp. 1-11, 2016.
[10] F. Bonomi, R. Milito, J. Zhu, and S.
Addepalli, “Fog computing and its role in
the Internet of Things:characterization of
fog computing,” Proceedings of the First
Edition of the MCC Workshop on Mobile
CloudComputing, pp. 13-15, 2012.
[11] V. Stantchev, A. Barnawi, S. Ghulam,
J. Schubert and G. Tamm, “Smart items,
Fog and cloud computing asenabler of
servitization in healthcare,” Sensor and
Transducers Journal, vol. 185, no.2, pp.
121- 128, 2015.
International Journal of Trendy Research in Engineering andTechnology
Volume 3 Issue 3 June 2019
_______________________________________________________________________________________
www.trendytechjournals.com 11
[12] M. Ahmad, M. Bilal, S. Hussain, B.
Ho, T. Cheong, and S. Lee, “Health Fog: a
novel framework for healthand wellness
applications,” Journal of Supercomputing,
vol.72, no. 10, pp. 3677-3695, 2016.
[13] C. S. Nandyala and H. Kim, “From
cloud to fog and IoT-based realtimeu-
Healthcaremonitoringforsmarthomesandho
spitals,” International Journal of Smart
Home, vol. 10, no. 2, pp. 187-196, 2016.
[14] T. N. Gia, M. J. A. Rahmani, T.
Westerlund, P. Liljeberg, and H.
Tenhunen, “Fog computing in
healthcareInternet-of-Things: A case study
on ECG feature extraction,” IEEE
International Conference on Computer
andInformation Technology, pp. 1-8,
2015.
[15] B. Negash, A. Anzanpour, I. Azimi,
M.Jiang, T. Westerland, A.M. Rahmani, P.
Liljeberg, and H. Tenhunen,“Leveraging
fog computing for healthcare IoT,” in Fog
computing in the Internet of Things
Intelligence at them edge, Springer, 2017,
pp. 145-169.
[16] A. M. Rahmani, T. N. Gia, B.
Negash, A. Anzanpour, I. Azimi, M. Jiang,
and P. Liliberg, “Exploiting Smarte-Health
gateways at the edge of healthcare Internet
of Things: a fog computing approach,”
Future GenerationComputer Systems, vol.
78, pp. 641-658, 2017.
[17] M. K. Suh, C. A. Chen, J.
Woodbridge, M. K. Tu, J. I. Kim, A.
Nahapetian, L.V. Evangelista, and
M.Sarrafzadeh, “A remote patient
monitoring system for congestive heart
failure,” Journal of Medical System,
vol.35, no. 5, pp. 1165-1179, 2011.
[18] J. Jara, M. Zamora-Izquierdo, and F.
Skarmeta, “Interconnection framework for
m-Health and remotemonitoring based on
the Internet of Things,” IEEE Journal of
Selected Areas Communication, vol. 31,
no. 9, pp.47-65, 2013.
[19] H. Banaee, M. U. Ahmed, and A.
Loutfi, “Data mining for wearable sensors
in health monitoring systems: Areview of
recent trends and challenges,” Sensors,
vol. 13, no. 12, pp. 17472-17500, 2013.

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REVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEM

  • 1. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 5 REVIEW ON: IOT BASED HEART DISEASE MONITORING SYSTEM Mani. A1 , Aruna Devi .K2 ,DivyaJyothi M. R3 , Nivedha. E4 , Associate professor, Dept of CSE, SA Engineering college, Chennai, India1 . Student of B.E (CSE), Dept of CSE, SA Engineering college, Chennai, India2,3,4 ABSTRACT: These days heart diseases are considered as the major health issue. It includes heart attack and cardiac arrest. Heart attack is the global leading cause of death for both the genders and occurrence is not always know. Sometimes heart attack is often compared with other type of pain and not often dealt with it. Hence, this project is to implement the heart rate monitoring using IOT. The patients are expected to carry or wear a hardware sensor. The sensor with note the heart rate and transmits it through internet. The patient may be expected to set the high and low heart rate individually. On reaching the high rate or going below the expected heart rate, an emergency alert notification is sent to the patient’s, guardian, doctor and ambulance(optional) android devices. KEYWORDS: IOT, Heart rate sensor, Detect, Health monitoring, Diagnosis. I INTRODUCTION: Internet of things (IoT) is the network of devices, vehicles etc that contains electronics, software and connectivity that helps the iot based things to connect to the internet and interact and transfer data. IoT devices can be monitored and controlledremotely.the traditional fields of embedded systems, automation and other devices contribute to the internet of things. The IOT will be the one of the most important trends in the future and it also plays a vital role in many industries. the advanced connectivity of all devices in mostly every fields is made easy only due to the IOT. Some of the major applications and usage of IOT are : Consumer applications:  Vehicles  Home automation  Wearable technologies Commercial applications:  Medical and health care  Transportation  Industrial applications(manufacturing, agriculture) Infrastructure applications:  Energy management  Metropolitan scale development  Environmental monitoring
  • 2. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 6 Due to the modern world everyone is busy and forgets to take care of their health. By considering this, technology really proves and as an advancement in the technology, many sensor and smart medical instruments are created and it continuously analyse the individual health and also predicts the heart attack before the patient falls sick. Now a days many sensors are used to constantly monitor the patient’s health and transfer the data periodically to the doctors who are preferred by that particular patient. Habitual disease have powerful impact on the individual. Elderly people have to make regular visit to their doctor for checking their health vital signs and results. Heart attack occurs when there is a reduced or blockage of blood flow to coronary artery for a period of time. Our project is to monitor the blood pressure and heart beat. Most the people consider the pain as other physical pain like gastric. Scientist have developed many algorithms, devices and sensors to detect the heart attacks early. The four vital signs used to detect heart attack are  Pulse rate  Respiratory rate  Blood rate  Temperature In this project, proposing a Tele- monitoring of the human body which consists of pulse,blood and respiratory rate. It is sensed through a wireless device and stored in the database regularly and will be used to inform and alert the patient to any problem and undergo possible diagnosis. IIRELATED WORKS: [1] The development of a wireless heartbeat and temperature monitoring system based on a microcontroller. The system is designed in such a way that patient can be monitored remotely in real time. the microcontroller controls the sensors which measures heartbeat and body temperature of a patient and they are displayed in the LCD monitor.The heartbeat sensor counts the heart beat and the temperature sensor senses the temperature of the patient and both the data are send to the microcontroller and displayed in the LCD at receiving end. [2] IoT based smart wearable devices made have made heath care and health monitoring easy for hospital management to monitor the patients. It Improves the quality of health care.Convenient for patients and improving the management level of hospital. [3] Reliable oneM2M-based IoT system for health care device. This process Does not cause performance degradation.This project proposes fault tolerance algorithm to manage and handle the faults. Its Store
  • 3. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 7 information on daisy chain for fault tolerance and backup copies. [4] In recent days the role of e-health applications has taken a major lead in terms of services,encouraging millions of people with higher motivation and confidence to achieve a healthier lifestyle. Induction of smart gadgetries, people lifestyle equipped with wearable, and development of IoT has revitalized the feature scale of these applications. cloud access security broker (CASB) has been introduced for the enhanced and flexible control of data privacy and security. [5] Smart healthcare is indispensable in a smart city to make citizen’s life easy and comfortable. Smart healthcare enables citizens to be equipped with an easy, affordable and technology enabled real time solution to lead a quality life. Quality healthcare monitoring and services can be availed irrespective of remoteness of people in rural areas from speciality healthcare establishment generally in urban areas. IoT enabled biophysical sensors, monitor biological data with precision and at appropriate interval to send to medical cloud server through heterogeneous communication of wireless links [6] Internet of Things, plays an important role in healthcare applications, from managing chronic diseases at one end of the spectrum to preventing disease at the other. There is an increasing interest in Internet of Things due to population explosion and an increase in number of patients with illness are expected to boost IoT-based health care services. E- healthcare system is moving into U- healthcare system by a fusion of sensors and mixed networks. Ubiquitous healthcare (U-healthcare ) is a technology that provides efficiency, accuracy and availability of medical treatment. People can monitor their health without visiting the hospital or clinic. [7] Communication and information access defines the basis to reach a personalized health end-to-end framework. It makes continuous and remote vital sign monitoring feasible and introduces technological innovations for empowering health monitors and patient devices with Internet capabilities. It has been concluded that secure continuous monitoring is feasible with the use of the proposed aggregation mechanisms and the capabilities from the proposed interconnection framework. It helps the hospital authorities to have continuous monitoring on the patients as well as it reminds the patient to have the medicines on time. Data must be confidential and can only be accessed by the patient and the medical specialist. [8] Health IoT is a combination of communication technologies, interconnected apps, Things (devices and sensors), and people that would function together as one smart system to monitor, track, and store patients’ healthcare information for on going care. User-centric privacy access control in opportunistic computing, we present an efficient attribute based access control and a novel non-homomorphic encryption based privacy preserving scalar product computation (PPSPC) protocol. [9] Fault tolerance algorithm for the reliable IOT system in which gateway on the same layer in the system are linked to
  • 4. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 8 form a daisy chain for fault tolerance at the level. the gateway stores a backup copy of the previous gateway positioned immediately ahead on the gateway in the daisy chain. It may system get suffer a serious performance degradation from conversion process. [10] Breathing signal monitoring is used for providing important clues for health problems. It requires the wearable devices and other special equipment. Compared to the existing system,providing a contact free and long term breathing rate monitoring by making full use of wireless signals is considered to be the more desirable approach. The tensor beat can achieve high accuracy under different environments. person breathing rate monitoring data’s are not secured, if multiple users can use single WIFI it leads to slow in speed. An adversary can always alter the data by adding some fragments or by manipulating the data with in a packet. This altered data can be forwarded to the coordinator,so that the doctor/caregiver can get an alert. [11] The smart phone based system for real time tele-monitoring of Physical activity impatience with chronic heart failure. The proposed system monitoring in the real world that examines its requirements, privacy implications, usability and other challenges .Enquanted by the participants and health care providers.Although the system was designed for tele-monitoring individuals with CHF,the challenges, privacy considerations. Other such type of chronic diseases can also be monitored by using this method. [12] Heart rate along with the oxygen rate is monitored in the project. Light is passed through the skin to measure the heart beat rate. By Measuring the intensity change of light transmitted through tissue, heart rate is measured.It is real time method to provide information regarding health. [13] Techniques of measuring heart rate as termed from the above work are Averagecalculation :Average calculation is defined as counting the number of pulses in given time. Beat to beat calculation:Beat-to-beat calculation is done by measuring the time in seconds between two consecutive pulses and converting the time into beats/mins. Heart rate calculations:Heart rate calculation is done by calculating the number of pulses for the given period .then the calculated number of pulse is converted to bpm. [14] Measure body movements like eye blink movements, hand movement by using wearable motion sensor system for continuously analysing the health condition the patient.If the recorded signals are out of range, it will alert the doctor and results are displayed in the Liquid crystal display(LCD). [15] Wireless interface selection algorithm is used to yields low cost. Cost delay trade-off leveraging free short range phone to phone. It is the Cost effective mobile health care which build a proof-of-concept testbed, coined CellChek. [16] Apart from RHM system, they developed a framework to identify classification schemes and analysed both contextual baseline features from the first month of intervention such as blood pressure and the data is transmitted through the smartphone.
  • 5. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 9 [17] Wearable medical sensors and wireless communication and machine learning. The patient’s health status is continuously monitored by sensors and transmitted through a wireless communication medium to guardian or doctor. The device constantly learns about the change in the patient’s health status through various health samples by machine learning. It yields Low cost solution for continuous monitoring of health and enables proactive protection and remote detection of health issues. [18] The heart rate (HR)is estimated from the photoplethysmographic(PPG)signal, during prolong and hard physical exercises, is discussed in this paper. an offline version of the HR estimation algorithm that uses Viterbi decoding is designed for situations when online monitoring of heart rate cannot be performed. Offline version of HR estimation algorithm is used that does not require the user to be connected to internet. [19] Detects the heart beat from the reflection of human skin. The measurements are taken at the distance of 72 cm and beam focused on patient’s palm. The result exactly correlates with the results gained from the ECG. Use of aluminium foil to isolate reflection is a crude technique and it doesnot any data. III CONCLUSION: we introduced fog layer at a gateway for augmenting health monitoring system that requires quick processing with minimal delay.Event triggering mechanism is used to transfer patients ‘health-related vital signal to cloudInorder to compute the urgency of the patient, temperature healthindex is usedInformation delivery plays a vital role and different data arecorrelated to form effective analysisReal time alert enhances the utility of the proposed system. IV FUTURE WORKS: The proposed system makes use of a wearable hardware device to continuously monitor the patientWeb application is being developed with cloud for storing and retrieving of information.RSA encryption algorithm is introduced to encrypt the data
  • 6. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 10 sent from the hardware device.5G tele- monitoring system is introduced for fast and securetransfer of information between objects.GSM and GPRS modules are used for tracking and notify the seriousness of the patient.Smart notification system is implemented to alert the patient in case of emergency. V REFERENCES: [1] C.K Das, M.W Alam and M.I Hoque, “a wireless heartbeat and temperature for remote patients”International Conference on Mechanical Engineering and Renewable Energy 2013 (ICMERE2013) 1-3 May 2014, Chittagong, Bangladesh. [2] Haibin Zhang, Jianpeng Li, Bo Wen ,YijieXun, Jiajia Liu “connecting intelligent things in smarthospital using nb-iot” [3]Mahmood Ahmad, Muhammad Bilal Amin , Shujaat Hussain , Byeong Ho Kang ,Taechoong Cheong, Sungyoung Lee “Health Fog: a novel framework for health and wellness applications” The Journal of SupercomputingOctober 2016, Volume 72, Issue 10, pp 3677–3695. [4]Yael Kurzweil-Segev, Moshe Brodsky, AlikPolsman, Eli Safrai, Yuri Feldman, Sharon Einav, and Paul Ben Ishai ”Remote Monitoring of Phasic Heart Rate ChangesFrom the Palm”ieee transactions on terahertz science and technology, vol. 4, no. 5, september 2014. [5]Daniel Aranki, Student Member, IEEE, GregorijKurillo, PosuYan,David M. Liebovitz, and RuzenaBajcsy, Life Fellow, IEEE “Real-Time Tele-Monitoring of Patients withChronic Heart-Failure Using a Smartphone:Lessons Learned” ieeetransactions on affective computing, vol. 7, no. 3, july-september 2016 [6]AndriyTemko, Senior Member, IEEE “Accurate Heart Rate Monitoring During PhysicalExercises Using PPG” IEEE transactions on biomedical engineering, vol. 64, no. 9, september 2017. [7]ArsalanMosenia, Susmita Sur-kolay, AnandRaghunathan And Niraj K. Jha ”Wearable Medical Sensor-Based System Design” IEEE transactions on multi-scale computing systems, vol. 3, no. 2, april- june 2017. [8]Youssef Khazbak, MostafaIzz, Tamer Eibatt, AbdulrahmanFahim, ArsanyGuiguis And Mosutafa Youssef “Cost-Effective Data Transfer for Mobile Health CareIEEE systems journal, vol. 11, no. 4, december 2017. [9] T. H. Luan, L. Gao, Z. Li, Y. Xiang, G. We, L. Sun, M. Burwood, I. Engineering, and Z. Gongshang, “Fogcomputing: focusing on mobile users at the edge,” International Conference on Networking and InternetArchitecture, pp. 1-11, 2016. [10] F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, “Fog computing and its role in the Internet of Things:characterization of fog computing,” Proceedings of the First Edition of the MCC Workshop on Mobile CloudComputing, pp. 13-15, 2012. [11] V. Stantchev, A. Barnawi, S. Ghulam, J. Schubert and G. Tamm, “Smart items, Fog and cloud computing asenabler of servitization in healthcare,” Sensor and Transducers Journal, vol. 185, no.2, pp. 121- 128, 2015.
  • 7. International Journal of Trendy Research in Engineering andTechnology Volume 3 Issue 3 June 2019 _______________________________________________________________________________________ www.trendytechjournals.com 11 [12] M. Ahmad, M. Bilal, S. Hussain, B. Ho, T. Cheong, and S. Lee, “Health Fog: a novel framework for healthand wellness applications,” Journal of Supercomputing, vol.72, no. 10, pp. 3677-3695, 2016. [13] C. S. Nandyala and H. Kim, “From cloud to fog and IoT-based realtimeu- Healthcaremonitoringforsmarthomesandho spitals,” International Journal of Smart Home, vol. 10, no. 2, pp. 187-196, 2016. [14] T. N. Gia, M. J. A. Rahmani, T. Westerlund, P. Liljeberg, and H. Tenhunen, “Fog computing in healthcareInternet-of-Things: A case study on ECG feature extraction,” IEEE International Conference on Computer andInformation Technology, pp. 1-8, 2015. [15] B. Negash, A. Anzanpour, I. Azimi, M.Jiang, T. Westerland, A.M. Rahmani, P. Liljeberg, and H. Tenhunen,“Leveraging fog computing for healthcare IoT,” in Fog computing in the Internet of Things Intelligence at them edge, Springer, 2017, pp. 145-169. [16] A. M. Rahmani, T. N. Gia, B. Negash, A. Anzanpour, I. Azimi, M. Jiang, and P. Liliberg, “Exploiting Smarte-Health gateways at the edge of healthcare Internet of Things: a fog computing approach,” Future GenerationComputer Systems, vol. 78, pp. 641-658, 2017. [17] M. K. Suh, C. A. Chen, J. Woodbridge, M. K. Tu, J. I. Kim, A. Nahapetian, L.V. Evangelista, and M.Sarrafzadeh, “A remote patient monitoring system for congestive heart failure,” Journal of Medical System, vol.35, no. 5, pp. 1165-1179, 2011. [18] J. Jara, M. Zamora-Izquierdo, and F. Skarmeta, “Interconnection framework for m-Health and remotemonitoring based on the Internet of Things,” IEEE Journal of Selected Areas Communication, vol. 31, no. 9, pp.47-65, 2013. [19] H. Banaee, M. U. Ahmed, and A. Loutfi, “Data mining for wearable sensors in health monitoring systems: Areview of recent trends and challenges,” Sensors, vol. 13, no. 12, pp. 17472-17500, 2013.