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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 294
PENBEAT
Eruva Akhil1, Adireddy Aniketh Reddy2, B. Sreeja3, D. Vedasarayu4, G. Preethi Reddy5, K. Hyman
Reddy 6
1,2,3,4,5,6B. Tech Students, Department of Artificial Intelligence and Machine Learning, Vardhaman College of
Engineering, Shamshabad, Telangana, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - The potential idea that could have been done in
the college days is PENBEAT. It is a device used to signal the
user when their heart rate increases or decreases. Due to
increase in deaths related to heart attacks, we came up with
this idea of helping them with this IOT[Internet Of Things]
enabled device. In this idea, we insert a sensor(pulse) inside
the pen and connect it to button cells for power and connect
the sensor to the mobile device making it an IOT device. With
this, whenever there is an abnormal change in theheartrate,
the user will be notified to control his heart rate. And if still
the problem continues, the message will be sent to his/her
family members. It helps in Monitoring your resting heart
rate throughout the day.
Key Words: Heartbeat, problem, pen, sensor, IOT .
1.INTRODUCTION
This Heart rate /pulse is an important information about
physical and mental state of a person. When a person is
showing abnormal behaviour then his pulse is checked. By
knowing the pulse rate, we can also say a person is saying
truth or lie. There are various mechanisms to measure the
heartbeat, such as touching the throat gently and counting
beats, using a stethoscope for counting beats, using an
electrocardiogram (ECG), or usinga bloodpressuremonitor.
1According to the latest report from the Times of India,
nearly 2000 citizens lose their life every year due to heart
attacks.
Sometimes, due to stress or pressure, people don't feel the
symptoms of having a heart attack. There are new
technologies entering into the medical field such as bypass,
artificial heart valve surgery. Some which people can afford
and some which cannot but what if wetry to warntheperson
before having a heart attack.?. After observing the pain and
problems faced by heart attack and conferences on many
heart attack symptoms. After calculating the minimum
monthly salary of an individual, we figured how much a
person can spend on our idea. After conducting surveys and
people's review, we decided to make a pen. We also decided to
conduct awareness program to make people awareaboutthe
pen and importance of heart.
Instead of detecting the pulse with conventional devices,
such as an ECG or stethoscope, nowadays we find wearable
devices that also provide vital parameters. In thissection we
will explain different approaches of sensing the user’s HR. A
common way of pulse rate detection is to manually grab the
wrist and to feel and count the pulse within a given time
period. Many wearable devices in turn make use of optical
sensors in order to detect the user’s heart rate and
saturation of peripheral oxygen. A common system to
achieve this is palpitation- oximetry, which is extensively
used. similar detectors are frequently enforced into cutlet-
clips, or at the bottom point of a wristworndevice,similaras
a smartwatch.
In 2Amon Anliker, demonstrate a dimension of heart rate,
blood pressure, ECG- exertion, supplemental oxygen
achromatism, temperatureandphysical exertionatthewrist
position.
Still, in general, optic heart rate detectors,similarastheones
used in smartwatches, aren't precise enough to be used for
medical purposes. thus, others use electrocardiography
(ECG) to calculate the stoner’s HR. Hereby, the detector
measures a bit’s electrical change on the skin that originates
from the heart muscle compression and depolarizes during
each twinkle. This system is demonstrated with colourful
wearables, similar as shirts with ECG electrodes
Other approaches, such as the one from 3Garverick, use a
continuous-wave Doppler ultrasound device for measuring
the heart rate of a fetus. Another option is detecting the pulse
from mechanical movements (e.g., through an
accelerometer), such as demonstrated by Bieber, who place a
smartwatch directly onto the user’s chest.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 295
2. MODELING AND ANALYSIS
Figure 1: External Model of PENBEAT
Figure 2: Internal Model of PENBEAT
The AutoCAD drawing shown in the above two pictures is the way we want our pen to be designed. The boxshown nearthegrip
where we hold the pen is the pulse sensor which is going to measure our pulse. It is powered by the box type diagram shown at
the bottom of the pen. It is the button cells which we are using. The dimension that we havegiven are temporary because if we
give more width then the person holding the pen may have a problem writing with it. And if we make it thinner than the pulse
sensor and button cells won’t fit in the pen.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 296
3.RESULTS
Figure 1: pulse graph
Figure 2: pulse readings
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 297
4. METHODOLOGY
In this block diagram, we are converting a normal electronic device into an IOT based device. IOT- (Internet of Things) The
connection of hardware of a machine to a software is known as IOT. Using the micro controller, we load the sensor code into it
and run it. We connect the Arduino with the esp32c3 through Tx and Rx pins. Tx-Transmitter-Receiver
These pins are connected in the devices (Tx of Arduino to Rx of Esp32c3 and vice versa.)
In this way, the output will be sent to the esp32c3 device and based on the condition we provide, the message will be sent.
ESP32C3 has an inbuilt Wi-Fi and Bluetooth in it. So based on the condition and nearby connections, it will provide the
information. The basic idea of this project is calculating the pulse of a person using the pulsesensorandinformtheperson when
his/her heart beat is abnormal(high/low). And all this will be done inside a pen.! Yes, this project is to make a pen which can
sense the pulse at our finger tips and send a notification to the person’s mobile phone. We are going to provide a voltage of 3.3v
to the pulse sensor through ESP32 Devkit. And for signal we will place it in A0 of the kit.
5. LITERATURE SURVEY
Besides conventional methods like ECG and stethoscopes,
wearable devices now offer HR monitoring. They useoptical
sensors based on pulse oximetry to detect the user's HR and
oxygen saturation. Manual pulse detection is another
approach. However, accuracy may vary, and consultation
with healthcare professionals is advised. A common way of
pulse rate detection is to manually grab the wrist and to feel
and count the pulse within a given time period. Many
wearable devices in turn make use of optical sensors in
order to detect the user’s heart rate and saturation of
peripheral oxygen. A common method to achieve this is
pulse-oximetry, which is widely used. Suchsensorsareoften
implemented into finger-clips, or atthebottomsiteofa wrist
2Amon Anliker's device measures heartrate,bloodpressure,
ECG activity, peripheral oxygensaturation,temperature,and
physical activity at the wrist position. Unlike optical sensors
in smartwatches, it uses ECG to accurately calculate heart
rate by detecting the electrical changes during each
heartbeat. This ensures precise measurements for medical
purposes.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 298
This method is demonstrated with various wearables, such
as shirts with ECG electrodes. Other approaches, such as the
one from Garverick, use a continuous-wave Doppler
ultrasound device for measuring the heart rate of a fetus.
Another option is detecting the pulse from mechanical
movements (e.g., through an accelerometer), such as
demonstrated by Bieber, who place a smartwatch directly
onto the user’s chest.
6. CONSTRUCTION OF PRODUCT:
 The vcc of the pulse sensor will beconnectedto 3.3v
of esp32, GND of pulse sensor to GND of esp32 and
signal pin of pulse sensor to A0.
 We initially set the limit to 95 i.e. if our heart beatis
less than 95 it is going to send a notification to our
mobile through the Xiao esp.
 We are going to place the sensor at the place where
we hold the pen and keep button cells at the end of
the pen for the sensor to get the power.
 We want to supply power to the sensor when the
pen is turned on(to save the life of sensors).
7. CONCEPTUALIZATION:
The basic idea of this project is calculate the pulse of a
person using the pulse sensor and inform the person when
his/her heart beat is abnormal(high/low).
And all this will be done inside a pen based on the sensors
and algorithm embedded in the ESP32.
Yes, this project is to make a pen which can sense the pulse
at our finger tips and send a notification to the person’s
mobile phone.
Connect the pulse sensortotheESP32Devkit,providing3.3V
power and connecting the signal pin to A0.
Develop a program to read the analog value from A0,
representing the pulse sensor output.
Set a threshold for high heartbeats and trigger an alert for
the user when it's exceeded.
Continuously monitor the user's heartbeat and, if it remains
high, notify their family members through SMS, email, or
another chosen method.
Reset the alert status when the heartbeat falls below the
threshold.
FUTURE WORK
Future research will be devoted to the adoption of other
application areas, such as the detection of respiration rate,
blood pressure, and muscle vibrations through the pen.
Even though the accelerometer signal looks noisy, we
believe this sensor to have the most potential, since it is
very sensitive and accumulates the aforementioned bio
signals as wel
FUTURE WORK
Future research will be devoted to the adoption of other
application areas, such as the detection of respiration rate,
blood pressure, and muscle vibrations through the pen.
Even though the accelerometer signal looks noisy, we
believe this sensor to have the most potential, since it is
very sensitive and accumulates the aforementioned bio
signals as wel
8. FUTURE WORK
Future research will be devoted to the adoption of other
application areas, such as the detection of respiration rate,
blood pressure, and muscle vibrationsthroughthepen.Even
though the accelerometer signal looks noisy, we believe this
sensor to have the most potential, since it is very sensitive
and accumulates the aforementioned bio signals as well.
9. CONCLUSION
In this paper we proposed new design for a pulse measuring
device, which is a simple ballpoint pen. Our design
incorporates several benefits: it is small, lightweight, highly
mobile, unobtrusive, and potentially more accepted by
patients. We investigated pulse sensor and found the sensor
is able to sufficiently recognize the patient’s pulse rate. A
concluding user study also revealed the PENBEAT to be
potentially more accepted than other pulse measuring
methods.
10. ACKNOWLEDGMENTS
We wish to express our deep sense of gratitude to Mrs.
G.Indra Rani, Assistant Professor, Department of Electrical
and Electronics Engineering, Vardhaman college of
Engineering for their able guidance and useful suggestions,
which helped us in completing the design part of potential
project in time.
We particularly thankful to Dr. Gagan Arora, Professor &
Head, Department of Artificial Intelligence and Machine
Learning for his guidance, intense support and
encouragement, which helped us to mold our project into a
successful one.
We show gratitude to our honorable Principal Dr.J.V.R.
Ravindra, for having provided all the facilities and support.
Finally, thanks to Adwaith Irukulla for his continuous
support and enthusiastic help.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 299
11. REFERENCES
1. https://timesofindia.indiatimes.com/india/deaths-
due-to-heart-attacks-up-by-53-in-5-years-
ncrb/articleshow/77922046.cms
2. Anliker, U., Ward, J. A., Lukowicz, P., Tröster, G.,
Dolveck, F., Baer, M., & Belardinelli,A.(2004).AMON:
a wearable multiparameter medical monitoringand
alert system. In Transactions on Information
Technology in Biomedicine, 8(4), 415-427, IEEE.
3. Bieber, G., Haescher, M., & Vahl, M. (2013). Sensor
requirements for activity recognition on smart
watches. In Proceedings of the 6th International
Conference on PErvasive Technologies Related to
Assistive Environments (PETRAE’13). 67. ACM.
4. https://nif.org.in/
5. https://www.vstorehub.com/
6. https://www.hindawi.com/journals/misy/2020/66
25797/
7. A sensor inside this smart pen turns all your
handwritten notes into editable digital text - Yanko
Design
8. https://www.watelectronics.com/pulse-sensor
9. Donovan, T. O., Donoghue, J. O.,Sreenan,C., Sammon,
D., Reilly, P. O., & Connor, K. A. (2009). A context
aware wireless body area network (BAN). In
Proceedings of the 3rd International Conference on
Pervasive Computing Technologies for Healthcare
(PervasiveHealth 2009). (pp. 1- 8). IEEE.
10. Garverick, S., Ghasemzadeh, H., Zurcher, M., Roham,
M., Saldivar, E. (2011). Wireless Fetal Monitoring
Device with Provisions for Multiple Births. In
Proceedings of International Conference on Body
Sensor Networks, Dallas, TX, USA, 23-25. IEEE.
11. Haescher, M., Matthies, D. J., Trimpop, J., & Urban, B.
(2015). A study on measuringheart-andrespiration-
rate via wrist-worn accelerometer-based
seismocardiography (SCG) in comparison to
commonly applied technologies. In Proceedings of
the 2nd international Workshop on Sensorbased
Activity Recognition and Interaction (p. 2). ACM
12. https://github.com/espressif/arduino-esp32

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PENBEAT monitors heart rate through IoT-enabled smart pen

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 294 PENBEAT Eruva Akhil1, Adireddy Aniketh Reddy2, B. Sreeja3, D. Vedasarayu4, G. Preethi Reddy5, K. Hyman Reddy 6 1,2,3,4,5,6B. Tech Students, Department of Artificial Intelligence and Machine Learning, Vardhaman College of Engineering, Shamshabad, Telangana, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - The potential idea that could have been done in the college days is PENBEAT. It is a device used to signal the user when their heart rate increases or decreases. Due to increase in deaths related to heart attacks, we came up with this idea of helping them with this IOT[Internet Of Things] enabled device. In this idea, we insert a sensor(pulse) inside the pen and connect it to button cells for power and connect the sensor to the mobile device making it an IOT device. With this, whenever there is an abnormal change in theheartrate, the user will be notified to control his heart rate. And if still the problem continues, the message will be sent to his/her family members. It helps in Monitoring your resting heart rate throughout the day. Key Words: Heartbeat, problem, pen, sensor, IOT . 1.INTRODUCTION This Heart rate /pulse is an important information about physical and mental state of a person. When a person is showing abnormal behaviour then his pulse is checked. By knowing the pulse rate, we can also say a person is saying truth or lie. There are various mechanisms to measure the heartbeat, such as touching the throat gently and counting beats, using a stethoscope for counting beats, using an electrocardiogram (ECG), or usinga bloodpressuremonitor. 1According to the latest report from the Times of India, nearly 2000 citizens lose their life every year due to heart attacks. Sometimes, due to stress or pressure, people don't feel the symptoms of having a heart attack. There are new technologies entering into the medical field such as bypass, artificial heart valve surgery. Some which people can afford and some which cannot but what if wetry to warntheperson before having a heart attack.?. After observing the pain and problems faced by heart attack and conferences on many heart attack symptoms. After calculating the minimum monthly salary of an individual, we figured how much a person can spend on our idea. After conducting surveys and people's review, we decided to make a pen. We also decided to conduct awareness program to make people awareaboutthe pen and importance of heart. Instead of detecting the pulse with conventional devices, such as an ECG or stethoscope, nowadays we find wearable devices that also provide vital parameters. In thissection we will explain different approaches of sensing the user’s HR. A common way of pulse rate detection is to manually grab the wrist and to feel and count the pulse within a given time period. Many wearable devices in turn make use of optical sensors in order to detect the user’s heart rate and saturation of peripheral oxygen. A common system to achieve this is palpitation- oximetry, which is extensively used. similar detectors are frequently enforced into cutlet- clips, or at the bottom point of a wristworndevice,similaras a smartwatch. In 2Amon Anliker, demonstrate a dimension of heart rate, blood pressure, ECG- exertion, supplemental oxygen achromatism, temperatureandphysical exertionatthewrist position. Still, in general, optic heart rate detectors,similarastheones used in smartwatches, aren't precise enough to be used for medical purposes. thus, others use electrocardiography (ECG) to calculate the stoner’s HR. Hereby, the detector measures a bit’s electrical change on the skin that originates from the heart muscle compression and depolarizes during each twinkle. This system is demonstrated with colourful wearables, similar as shirts with ECG electrodes Other approaches, such as the one from 3Garverick, use a continuous-wave Doppler ultrasound device for measuring the heart rate of a fetus. Another option is detecting the pulse from mechanical movements (e.g., through an accelerometer), such as demonstrated by Bieber, who place a smartwatch directly onto the user’s chest.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 295 2. MODELING AND ANALYSIS Figure 1: External Model of PENBEAT Figure 2: Internal Model of PENBEAT The AutoCAD drawing shown in the above two pictures is the way we want our pen to be designed. The boxshown nearthegrip where we hold the pen is the pulse sensor which is going to measure our pulse. It is powered by the box type diagram shown at the bottom of the pen. It is the button cells which we are using. The dimension that we havegiven are temporary because if we give more width then the person holding the pen may have a problem writing with it. And if we make it thinner than the pulse sensor and button cells won’t fit in the pen.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 296 3.RESULTS Figure 1: pulse graph Figure 2: pulse readings
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 297 4. METHODOLOGY In this block diagram, we are converting a normal electronic device into an IOT based device. IOT- (Internet of Things) The connection of hardware of a machine to a software is known as IOT. Using the micro controller, we load the sensor code into it and run it. We connect the Arduino with the esp32c3 through Tx and Rx pins. Tx-Transmitter-Receiver These pins are connected in the devices (Tx of Arduino to Rx of Esp32c3 and vice versa.) In this way, the output will be sent to the esp32c3 device and based on the condition we provide, the message will be sent. ESP32C3 has an inbuilt Wi-Fi and Bluetooth in it. So based on the condition and nearby connections, it will provide the information. The basic idea of this project is calculating the pulse of a person using the pulsesensorandinformtheperson when his/her heart beat is abnormal(high/low). And all this will be done inside a pen.! Yes, this project is to make a pen which can sense the pulse at our finger tips and send a notification to the person’s mobile phone. We are going to provide a voltage of 3.3v to the pulse sensor through ESP32 Devkit. And for signal we will place it in A0 of the kit. 5. LITERATURE SURVEY Besides conventional methods like ECG and stethoscopes, wearable devices now offer HR monitoring. They useoptical sensors based on pulse oximetry to detect the user's HR and oxygen saturation. Manual pulse detection is another approach. However, accuracy may vary, and consultation with healthcare professionals is advised. A common way of pulse rate detection is to manually grab the wrist and to feel and count the pulse within a given time period. Many wearable devices in turn make use of optical sensors in order to detect the user’s heart rate and saturation of peripheral oxygen. A common method to achieve this is pulse-oximetry, which is widely used. Suchsensorsareoften implemented into finger-clips, or atthebottomsiteofa wrist 2Amon Anliker's device measures heartrate,bloodpressure, ECG activity, peripheral oxygensaturation,temperature,and physical activity at the wrist position. Unlike optical sensors in smartwatches, it uses ECG to accurately calculate heart rate by detecting the electrical changes during each heartbeat. This ensures precise measurements for medical purposes.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 298 This method is demonstrated with various wearables, such as shirts with ECG electrodes. Other approaches, such as the one from Garverick, use a continuous-wave Doppler ultrasound device for measuring the heart rate of a fetus. Another option is detecting the pulse from mechanical movements (e.g., through an accelerometer), such as demonstrated by Bieber, who place a smartwatch directly onto the user’s chest. 6. CONSTRUCTION OF PRODUCT:  The vcc of the pulse sensor will beconnectedto 3.3v of esp32, GND of pulse sensor to GND of esp32 and signal pin of pulse sensor to A0.  We initially set the limit to 95 i.e. if our heart beatis less than 95 it is going to send a notification to our mobile through the Xiao esp.  We are going to place the sensor at the place where we hold the pen and keep button cells at the end of the pen for the sensor to get the power.  We want to supply power to the sensor when the pen is turned on(to save the life of sensors). 7. CONCEPTUALIZATION: The basic idea of this project is calculate the pulse of a person using the pulse sensor and inform the person when his/her heart beat is abnormal(high/low). And all this will be done inside a pen based on the sensors and algorithm embedded in the ESP32. Yes, this project is to make a pen which can sense the pulse at our finger tips and send a notification to the person’s mobile phone. Connect the pulse sensortotheESP32Devkit,providing3.3V power and connecting the signal pin to A0. Develop a program to read the analog value from A0, representing the pulse sensor output. Set a threshold for high heartbeats and trigger an alert for the user when it's exceeded. Continuously monitor the user's heartbeat and, if it remains high, notify their family members through SMS, email, or another chosen method. Reset the alert status when the heartbeat falls below the threshold. FUTURE WORK Future research will be devoted to the adoption of other application areas, such as the detection of respiration rate, blood pressure, and muscle vibrations through the pen. Even though the accelerometer signal looks noisy, we believe this sensor to have the most potential, since it is very sensitive and accumulates the aforementioned bio signals as wel FUTURE WORK Future research will be devoted to the adoption of other application areas, such as the detection of respiration rate, blood pressure, and muscle vibrations through the pen. Even though the accelerometer signal looks noisy, we believe this sensor to have the most potential, since it is very sensitive and accumulates the aforementioned bio signals as wel 8. FUTURE WORK Future research will be devoted to the adoption of other application areas, such as the detection of respiration rate, blood pressure, and muscle vibrationsthroughthepen.Even though the accelerometer signal looks noisy, we believe this sensor to have the most potential, since it is very sensitive and accumulates the aforementioned bio signals as well. 9. CONCLUSION In this paper we proposed new design for a pulse measuring device, which is a simple ballpoint pen. Our design incorporates several benefits: it is small, lightweight, highly mobile, unobtrusive, and potentially more accepted by patients. We investigated pulse sensor and found the sensor is able to sufficiently recognize the patient’s pulse rate. A concluding user study also revealed the PENBEAT to be potentially more accepted than other pulse measuring methods. 10. ACKNOWLEDGMENTS We wish to express our deep sense of gratitude to Mrs. G.Indra Rani, Assistant Professor, Department of Electrical and Electronics Engineering, Vardhaman college of Engineering for their able guidance and useful suggestions, which helped us in completing the design part of potential project in time. We particularly thankful to Dr. Gagan Arora, Professor & Head, Department of Artificial Intelligence and Machine Learning for his guidance, intense support and encouragement, which helped us to mold our project into a successful one. We show gratitude to our honorable Principal Dr.J.V.R. Ravindra, for having provided all the facilities and support. Finally, thanks to Adwaith Irukulla for his continuous support and enthusiastic help.
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 07 | July 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 299 11. REFERENCES 1. https://timesofindia.indiatimes.com/india/deaths- due-to-heart-attacks-up-by-53-in-5-years- ncrb/articleshow/77922046.cms 2. Anliker, U., Ward, J. A., Lukowicz, P., Tröster, G., Dolveck, F., Baer, M., & Belardinelli,A.(2004).AMON: a wearable multiparameter medical monitoringand alert system. In Transactions on Information Technology in Biomedicine, 8(4), 415-427, IEEE. 3. Bieber, G., Haescher, M., & Vahl, M. (2013). Sensor requirements for activity recognition on smart watches. In Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments (PETRAE’13). 67. ACM. 4. https://nif.org.in/ 5. https://www.vstorehub.com/ 6. https://www.hindawi.com/journals/misy/2020/66 25797/ 7. A sensor inside this smart pen turns all your handwritten notes into editable digital text - Yanko Design 8. https://www.watelectronics.com/pulse-sensor 9. Donovan, T. O., Donoghue, J. O.,Sreenan,C., Sammon, D., Reilly, P. O., & Connor, K. A. (2009). A context aware wireless body area network (BAN). In Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2009). (pp. 1- 8). IEEE. 10. Garverick, S., Ghasemzadeh, H., Zurcher, M., Roham, M., Saldivar, E. (2011). Wireless Fetal Monitoring Device with Provisions for Multiple Births. In Proceedings of International Conference on Body Sensor Networks, Dallas, TX, USA, 23-25. IEEE. 11. Haescher, M., Matthies, D. J., Trimpop, J., & Urban, B. (2015). A study on measuringheart-andrespiration- rate via wrist-worn accelerometer-based seismocardiography (SCG) in comparison to commonly applied technologies. In Proceedings of the 2nd international Workshop on Sensorbased Activity Recognition and Interaction (p. 2). ACM 12. https://github.com/espressif/arduino-esp32