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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1118
PRELIMINARY MEDICAL MONITORING SYSTEM IN AMBULANCE FOR
RESCUE OF ACCIDENT VICTIMS
Adithya Anil
1
, Riya Rajan
2
, Rangit Varghese
3
1
PG Student, Dept. of ECE, Mount Zion College of Engineering, Kerala, India
2
AssistantProfessor, Dept. of ECE, Mount Zion College of Engineering, Kerala, India
3
HOD, Dept. of ECE, Mount Zion College of Engineering, Kerala, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - The motor vehicle population is growing at a rapid rate than the population growth. Road accidents are increasing
day by day. Most of the accident death happens due to the lack of immediate medical assistance. We introduce a preliminary
medical aid system itself in the ambulance in addition to the accident detection system to reduce the loss of human life due to
accidents .The idea behind the automatic accident detection system is to provide a smooth flow for ambulance to reach
hospitals in time. But the delay in medical aid also leads to the rise in death rate .To overcome this, here we introduce a
preliminary medical checking in the ambulance. An advanced device is added to the proposed system in order to check the
patient condition using sensors such as blood pressure sensor, heart rate sensor, ECG sensor and result is send via a message.
There by we can inform the specified doctors or the authorized hospitals about the physical condition of the patient.so they can
do the necessaryassoon as possible.
Key Words: Sensor System, GPS, Rescue People, Accelerator, Alert System
1. INTRODUCTION
Death rate due to accidents are increasing at an alarming rate. Many times an accident goes unnoticed for hours, due to this
many life loss. Improving efficiency in health care is one of the most challenging jobs. Sensor, GPS, GSM units implemented in
the vehicle detects the accident and the accident location sends to the main server unit which consists the database of all
nearby hospitals, but lack of immediate medical assistance also increases the death rate. A facility for providing immediate
medical assistance to the accident space will scale back the fatality to a bigger extend. This comes the idea of an alert system
that sensesthe accident and alert its seriousness to authorized hospitals.
Intelligent accident detection has been studied extensively over several years. Research works proposed a model consist of
four main units [1].The system identify the location of the vehicle through GPS receiver and send the location information
to vehicle owner via SMS. Here, an efficient and low cost alert system is proposed to provide immediate medical aid to the
patient by alerting the nearby hospitals and the details of the current physical condition of the patient is send via a
message.This system takes the medical condition of the patient using sensors thus the hospital authorities can able to
arrange the necessary as soon as possible for the rescue ofpatient.
The proposed system check whether an accident occurs and if it occurred the authorized authorities informed about the
accident and physical condition of the accident victim is analysed. Once an accident spot was identified, the GPS in the
installed system will check for the nearest hospital and through a GSM module the information is passed to the authorized
hospitals[2].Physicalcondition of the victim isanalysedandthe resultsareimmediately send to the doctors.
The controller identifies the placement of the accident spot through the sensor systems implemented in the vehicle which
identifies the accident[3] [4] and thus the controller provides information to ambulance driver. The ambulance is controlled
by the control unit which provide location details to the ambulance driver. This scheme is fully automated, thus it find the
accident spot[5].When the patient enters the ambulance, with the help of medical sensors the physical condition analysed
and the result are send to the hospital authorities and specified doctors. It will enable the hospital authorities to take
immediate actionand helping to startthe necessarytreatment intime.
2. RELATED WORK
There is no such advanced technologies existing today to reduce accident death rate. Many times, the accident goes
unnoticed and victims is pleaded for the mercy of others. When accident occurs people does not came forward to inform
due to legal issues.so an automatic accident detection system was introduced earlier. But most of ambulances cannot reach
the accident spot on time, due to lack of proper communication. Therefore, there is crucial need to provide proper rescue
route to ambulance. The GPS installed in vehicle unit helps to reach the ambulance in time. Thus the rescue people can
identify the accident spot and do necessary steps. Google has developed application program interface for user’s ease.
Google Maps gives information about nearby hospitals, with its rating and distance from user’s current location. The
drawback of Google Maps is that it only pins the hospitals but does not provide any detailed information about the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1119
availability of medical caretakers and their services[6].The proposed system overcomes this drawback and confirms about
the accident with the hospital authorities.
But the lack of immediate medical assistance always become an issue. This project has a goal to create a preliminary medical
checkup itself in the ambulance. It’s a protocol that gives information efficiently about the patient’s health including pulse,
blood pressure etc. All this is informed to the doctor about the patient’s condition This project helps doctors to get
information about the victim[7].The delay occurred in noticing accident and unability in providing medical assistance on
time increases the chances to loss the valuable life. The importance of communication during the accident times is
understood well by this project. Client and rescue application is developed as an android application. Server is
implemented as a web based application. The system is tested using various GPS enabled android Phone[8].
3. ACCIDENT DETECTION AND ALERT SYSTEM
The proposed system consist of accident detection system and an android smartphone. The accident detection system will
constantly monitor the vehicle and detect whether the vehicle is normal driving posture or has fallen down[9]. When the
vehicle is fall down, an alert message is passed to the ambulance owner including the location details. Rescue team rush to
the spot immediately. A preliminary medical aid is setup in the ambulance, with the help of advanced sensors the blood
pressureandheartbeat rateischeckedandresultis send to the nearby medicalcenter.
Fig -1: Block diagram of accident detection and alert system
4. SYSTEM FEATURES
The system consists of four main units, which coordinate with each other and make sure that the ambulance reaches the
hospital without any time lag and informed the hospital authorities about the seriousness of the physical condition of the
victim. The accident detection sensor implemented in the vehicle identifies whether accident occurred or not. When the
patient enters the ambulance, with the help of medical sensors, the physical condition analysed and report is send to the
hospitals.
4.1 Accident Detection System
The system find out whether accident occurred or not with the help of accident detection sensor. A vehicle which consist of
microcontroller along with the accelerometer, GPS, GSM module and sensors to sense the accident. If vehicle is fall down,
information about the accident is send to the main server. This information includes the location of accident detected by GPS
modules in installed vehicle. The GPS system finds out the exact accident spot and gives information to GSM module[10][11].
There is also provision of avoidance of the accident by using accelerometer, which alerts driver by displaying the position.
4.2 Ambulance Unit
Designed blood pressure and heart beat sensor using a PPG sensor is implemented in this unit. The controller finds the
nearest machine to the accident spot and conjointly the shortest path between the machine, accident spot and also the
nearest hospital[12].ECG circuit is a combination of different stages of signal conditioning,thedifferential signal is converted
and it passes through low pass filter and high pass filter. In this unit, microcontroller interfaces with blood pressure sensor,
heartbeat sensor and ECG sensor. When the patient enters in ambulance, the physical condition analysed and the result is
send to the nearest hospital using GSM module.
Power Supply
Cuff
GPS
GSM
Blood
beat sensor
ECGAccident
Detection sensor
LCD
PIC
Microcontroller
Accelerometer
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1120
4.3 Blood Pressure andHeart Rate SensingModule
This medical sensor has been designed in order to test the physical condition of the accident victim. It is a low cost and open
source solution. The heart rate sensing module count the heartbeat to check whether rate is normal or not[13].Automated
blood pressure measurements can be valuable tool in collecting and documenting the critical information about the patient
health. Here, we use the PPG(photoplethysmogram) sensor which measures changes in blood volume by illuminating tissue
and measuring changes in light absorption, which can be determine the heart beat. If we apply pressure on your finger, the
blood pressure can becalculate[14].
4.4 Hospital Unit
In this unit, the patients all parameter that we have a tendency to had measured in the ambulance are send to the
recognized mobile number. Thus the hospital authorities and the doctors are informed about the physical condition of the
patient so that they can take immediate action.
5. FLOW CHART FOR ACCIDENT DETECTION AND ALERTING THE MEDICAL AUTHORITIES
Automatic accident detection, location tracking GPS, sending location coordinates to ambulance, finding exact spot of
accident using GPS viewer application, starting of rescue operation and set up for analyzing the physical condition and
alerting the hospital authorities are executed.
Fig -2: Flow chart of the accident detection and alert system
6. CONCLUSION
The system can detect the accident and alert the nearest medical center as well as it checks the physical condition of the
patient and confirms the result to the authorized doctors to provide emergency medical aid to accident victim.
Accelerometer are used to determine whether accident had occurred. The communications between the modules are done
by using GSM. The system will inform the nearest hospitals through message. Accident detection, alert system and
preliminary medical aid service are highly relevant. This system aims at developing a low cost solution for reducing the
death rate due to accidents for the benefit of the society.
Data baseGPS
YES
TILT
NO
Start
Message Alert
Checking Physical Condition
Send to nearest Ambulance
Get Location and Vehicle
Setting Accelerometer
Accident Occured
Bluetooth Connection
System Initilization
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1121
REFERENCES
1. Tanushree Dalai, “Emergency Alert and Service For Automotive For India,” Internal Journal of Advanced Trends in
Computer Science and Engineering (IJATCSE), Mysore, India, Vol-2, No.5, Page: 08- 12(2013) Special Issue of ICETCSE
2013.
2. Xu Li,Wei Shu, Minglu Li, Hong-Yu Huang, Pei-En Luo, Min-You Wu, “Performance Evaluation of Vehicle-Based Mobile
Sensor Networks For Traffic Monitoring” IEEE Transactions On Vehicular Technology, May 2009, Vol. 58, No. 4, Pp.
1647-1653.
3. Muralitharan S., Machavalavan T., Arun Pandian M, Balaji A.S, “Intervehicular Accident- Detection With Ambulance
Rescue System For Humans”, International Journal Of Engineering Research In Computer Science And Engineering
(IJERCSE) Vol 2, Issue 3, March2015.
4. Bhandari Prachi, Dalvi Kasturi, Chopde Priyanka “Intelligent Accident –Detection And Ambulance Rescue System ”,
International Journal Of Scientific & Technology Research Volume 3,Issue 6, June2014
5. Jianhou Gan, Lingyun Yuan, Zhongqi Sheng And Tianwei Xu, “Construction And Implementation Of An Integrated WSID
Traffic Monitoring Network System”, Proc. 21st Annual International Conference On Chinese control and Decision
Conference, 2009, Pp.4726- 4731
6. Smart Ambulance System Satyasheel Pol, Poonam Gupta, Dharmanath Rahatekar And Avani Patil,Dept. Of Computer,
G.H. Raisoni, College Of Engineering And Management, Wagholi, Pune, June 2016
7. Veeramuthuvenkatesh, M. Prashanthkumar, V. Vaithayanat Han, Pethuru Raj," An Ambient Health monitor for the New
Generation Healthcare," Journal Of Theoretical And Applied Information Technology, Vol. 31 No.2, Pp. 9199,Sep 2011
8. Emergency Management System Using Android Application Rehkajadhav, Jwalant Patel, Darshan Jain,
Suyashphadhtare department Of Information Technology, G. H. Raisoni Collage Of Engineering & Technology
,University Of Pune, Pune
9. K. Athavan, S. Jagadeeshwaran, G. Balasubraminan, N. Dines H,G. Abhilash, G. Gokul “Automatic Ambulance Rescue
System”, Proceedings Of 22nd IEEE International Conference On Tools With Artificial Intelligence, 2012
10. Amit Meena, Srikrishna Iyer, Monika Nimje, Saket Jogjekar, Sachin Jagtap, Mujeeb Rahman, “Automatic Accident
Detection And Reporting Framework For Two Wheelers”, IEEE International Conference On Advanced Communication
Control And Computing Technologies(ICACCCT), Pp 962-967,May 2014.
11. Akshay Agarwal, Anand Khinvasara, Mitali Bhokare, Sumit Kaulkar, Y.K. Sharma, “Accident Detection System
Application”, International Journal Of Emerging Technologies In Computational And Applied Sciences,Pp.425-
428,September-November, 2013
12. Mr. S. Iyyappan And Mr. V. Nandagopal , “Accident Detection And Ambulance Rescue With Intelligent Traffic Light
System”, PublishedInInternationalJournal Of Advanced Technology And Engineering Research,2013
13. Megha Nirbhavane, Shashi Prabha, “Accident Monitoring System Using Wireless Applicaton”, International Journal Of
Advanced Research In Computer Engineering And Technology(IJARCET),Pp 1532-1535,Volume 3 Issue 4,April2014
14. Nazmas Saquib, Md. Tarikul Islam Papon, Ishtiyaque Ahmad, Ashikur Rahman,”Measurement Of Heart Rate Using
Photoplethysmography”,International Conference On Networking Systems And Security(Nsyss),ISBN:978- 1-4799-8126-
7,January 2015

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IRJET- Preliminary Medical Monitoring System in Ambulance for Rescue of Accident Victims

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1118 PRELIMINARY MEDICAL MONITORING SYSTEM IN AMBULANCE FOR RESCUE OF ACCIDENT VICTIMS Adithya Anil 1 , Riya Rajan 2 , Rangit Varghese 3 1 PG Student, Dept. of ECE, Mount Zion College of Engineering, Kerala, India 2 AssistantProfessor, Dept. of ECE, Mount Zion College of Engineering, Kerala, India 3 HOD, Dept. of ECE, Mount Zion College of Engineering, Kerala, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - The motor vehicle population is growing at a rapid rate than the population growth. Road accidents are increasing day by day. Most of the accident death happens due to the lack of immediate medical assistance. We introduce a preliminary medical aid system itself in the ambulance in addition to the accident detection system to reduce the loss of human life due to accidents .The idea behind the automatic accident detection system is to provide a smooth flow for ambulance to reach hospitals in time. But the delay in medical aid also leads to the rise in death rate .To overcome this, here we introduce a preliminary medical checking in the ambulance. An advanced device is added to the proposed system in order to check the patient condition using sensors such as blood pressure sensor, heart rate sensor, ECG sensor and result is send via a message. There by we can inform the specified doctors or the authorized hospitals about the physical condition of the patient.so they can do the necessaryassoon as possible. Key Words: Sensor System, GPS, Rescue People, Accelerator, Alert System 1. INTRODUCTION Death rate due to accidents are increasing at an alarming rate. Many times an accident goes unnoticed for hours, due to this many life loss. Improving efficiency in health care is one of the most challenging jobs. Sensor, GPS, GSM units implemented in the vehicle detects the accident and the accident location sends to the main server unit which consists the database of all nearby hospitals, but lack of immediate medical assistance also increases the death rate. A facility for providing immediate medical assistance to the accident space will scale back the fatality to a bigger extend. This comes the idea of an alert system that sensesthe accident and alert its seriousness to authorized hospitals. Intelligent accident detection has been studied extensively over several years. Research works proposed a model consist of four main units [1].The system identify the location of the vehicle through GPS receiver and send the location information to vehicle owner via SMS. Here, an efficient and low cost alert system is proposed to provide immediate medical aid to the patient by alerting the nearby hospitals and the details of the current physical condition of the patient is send via a message.This system takes the medical condition of the patient using sensors thus the hospital authorities can able to arrange the necessary as soon as possible for the rescue ofpatient. The proposed system check whether an accident occurs and if it occurred the authorized authorities informed about the accident and physical condition of the accident victim is analysed. Once an accident spot was identified, the GPS in the installed system will check for the nearest hospital and through a GSM module the information is passed to the authorized hospitals[2].Physicalcondition of the victim isanalysedandthe resultsareimmediately send to the doctors. The controller identifies the placement of the accident spot through the sensor systems implemented in the vehicle which identifies the accident[3] [4] and thus the controller provides information to ambulance driver. The ambulance is controlled by the control unit which provide location details to the ambulance driver. This scheme is fully automated, thus it find the accident spot[5].When the patient enters the ambulance, with the help of medical sensors the physical condition analysed and the result are send to the hospital authorities and specified doctors. It will enable the hospital authorities to take immediate actionand helping to startthe necessarytreatment intime. 2. RELATED WORK There is no such advanced technologies existing today to reduce accident death rate. Many times, the accident goes unnoticed and victims is pleaded for the mercy of others. When accident occurs people does not came forward to inform due to legal issues.so an automatic accident detection system was introduced earlier. But most of ambulances cannot reach the accident spot on time, due to lack of proper communication. Therefore, there is crucial need to provide proper rescue route to ambulance. The GPS installed in vehicle unit helps to reach the ambulance in time. Thus the rescue people can identify the accident spot and do necessary steps. Google has developed application program interface for user’s ease. Google Maps gives information about nearby hospitals, with its rating and distance from user’s current location. The drawback of Google Maps is that it only pins the hospitals but does not provide any detailed information about the
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1119 availability of medical caretakers and their services[6].The proposed system overcomes this drawback and confirms about the accident with the hospital authorities. But the lack of immediate medical assistance always become an issue. This project has a goal to create a preliminary medical checkup itself in the ambulance. It’s a protocol that gives information efficiently about the patient’s health including pulse, blood pressure etc. All this is informed to the doctor about the patient’s condition This project helps doctors to get information about the victim[7].The delay occurred in noticing accident and unability in providing medical assistance on time increases the chances to loss the valuable life. The importance of communication during the accident times is understood well by this project. Client and rescue application is developed as an android application. Server is implemented as a web based application. The system is tested using various GPS enabled android Phone[8]. 3. ACCIDENT DETECTION AND ALERT SYSTEM The proposed system consist of accident detection system and an android smartphone. The accident detection system will constantly monitor the vehicle and detect whether the vehicle is normal driving posture or has fallen down[9]. When the vehicle is fall down, an alert message is passed to the ambulance owner including the location details. Rescue team rush to the spot immediately. A preliminary medical aid is setup in the ambulance, with the help of advanced sensors the blood pressureandheartbeat rateischeckedandresultis send to the nearby medicalcenter. Fig -1: Block diagram of accident detection and alert system 4. SYSTEM FEATURES The system consists of four main units, which coordinate with each other and make sure that the ambulance reaches the hospital without any time lag and informed the hospital authorities about the seriousness of the physical condition of the victim. The accident detection sensor implemented in the vehicle identifies whether accident occurred or not. When the patient enters the ambulance, with the help of medical sensors, the physical condition analysed and report is send to the hospitals. 4.1 Accident Detection System The system find out whether accident occurred or not with the help of accident detection sensor. A vehicle which consist of microcontroller along with the accelerometer, GPS, GSM module and sensors to sense the accident. If vehicle is fall down, information about the accident is send to the main server. This information includes the location of accident detected by GPS modules in installed vehicle. The GPS system finds out the exact accident spot and gives information to GSM module[10][11]. There is also provision of avoidance of the accident by using accelerometer, which alerts driver by displaying the position. 4.2 Ambulance Unit Designed blood pressure and heart beat sensor using a PPG sensor is implemented in this unit. The controller finds the nearest machine to the accident spot and conjointly the shortest path between the machine, accident spot and also the nearest hospital[12].ECG circuit is a combination of different stages of signal conditioning,thedifferential signal is converted and it passes through low pass filter and high pass filter. In this unit, microcontroller interfaces with blood pressure sensor, heartbeat sensor and ECG sensor. When the patient enters in ambulance, the physical condition analysed and the result is send to the nearest hospital using GSM module. Power Supply Cuff GPS GSM Blood beat sensor ECGAccident Detection sensor LCD PIC Microcontroller Accelerometer
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1120 4.3 Blood Pressure andHeart Rate SensingModule This medical sensor has been designed in order to test the physical condition of the accident victim. It is a low cost and open source solution. The heart rate sensing module count the heartbeat to check whether rate is normal or not[13].Automated blood pressure measurements can be valuable tool in collecting and documenting the critical information about the patient health. Here, we use the PPG(photoplethysmogram) sensor which measures changes in blood volume by illuminating tissue and measuring changes in light absorption, which can be determine the heart beat. If we apply pressure on your finger, the blood pressure can becalculate[14]. 4.4 Hospital Unit In this unit, the patients all parameter that we have a tendency to had measured in the ambulance are send to the recognized mobile number. Thus the hospital authorities and the doctors are informed about the physical condition of the patient so that they can take immediate action. 5. FLOW CHART FOR ACCIDENT DETECTION AND ALERTING THE MEDICAL AUTHORITIES Automatic accident detection, location tracking GPS, sending location coordinates to ambulance, finding exact spot of accident using GPS viewer application, starting of rescue operation and set up for analyzing the physical condition and alerting the hospital authorities are executed. Fig -2: Flow chart of the accident detection and alert system 6. CONCLUSION The system can detect the accident and alert the nearest medical center as well as it checks the physical condition of the patient and confirms the result to the authorized doctors to provide emergency medical aid to accident victim. Accelerometer are used to determine whether accident had occurred. The communications between the modules are done by using GSM. The system will inform the nearest hospitals through message. Accident detection, alert system and preliminary medical aid service are highly relevant. This system aims at developing a low cost solution for reducing the death rate due to accidents for the benefit of the society. Data baseGPS YES TILT NO Start Message Alert Checking Physical Condition Send to nearest Ambulance Get Location and Vehicle Setting Accelerometer Accident Occured Bluetooth Connection System Initilization
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1121 REFERENCES 1. Tanushree Dalai, “Emergency Alert and Service For Automotive For India,” Internal Journal of Advanced Trends in Computer Science and Engineering (IJATCSE), Mysore, India, Vol-2, No.5, Page: 08- 12(2013) Special Issue of ICETCSE 2013. 2. Xu Li,Wei Shu, Minglu Li, Hong-Yu Huang, Pei-En Luo, Min-You Wu, “Performance Evaluation of Vehicle-Based Mobile Sensor Networks For Traffic Monitoring” IEEE Transactions On Vehicular Technology, May 2009, Vol. 58, No. 4, Pp. 1647-1653. 3. Muralitharan S., Machavalavan T., Arun Pandian M, Balaji A.S, “Intervehicular Accident- Detection With Ambulance Rescue System For Humans”, International Journal Of Engineering Research In Computer Science And Engineering (IJERCSE) Vol 2, Issue 3, March2015. 4. Bhandari Prachi, Dalvi Kasturi, Chopde Priyanka “Intelligent Accident –Detection And Ambulance Rescue System ”, International Journal Of Scientific & Technology Research Volume 3,Issue 6, June2014 5. Jianhou Gan, Lingyun Yuan, Zhongqi Sheng And Tianwei Xu, “Construction And Implementation Of An Integrated WSID Traffic Monitoring Network System”, Proc. 21st Annual International Conference On Chinese control and Decision Conference, 2009, Pp.4726- 4731 6. Smart Ambulance System Satyasheel Pol, Poonam Gupta, Dharmanath Rahatekar And Avani Patil,Dept. Of Computer, G.H. Raisoni, College Of Engineering And Management, Wagholi, Pune, June 2016 7. Veeramuthuvenkatesh, M. Prashanthkumar, V. Vaithayanat Han, Pethuru Raj," An Ambient Health monitor for the New Generation Healthcare," Journal Of Theoretical And Applied Information Technology, Vol. 31 No.2, Pp. 9199,Sep 2011 8. Emergency Management System Using Android Application Rehkajadhav, Jwalant Patel, Darshan Jain, Suyashphadhtare department Of Information Technology, G. H. Raisoni Collage Of Engineering & Technology ,University Of Pune, Pune 9. K. Athavan, S. Jagadeeshwaran, G. Balasubraminan, N. Dines H,G. Abhilash, G. Gokul “Automatic Ambulance Rescue System”, Proceedings Of 22nd IEEE International Conference On Tools With Artificial Intelligence, 2012 10. Amit Meena, Srikrishna Iyer, Monika Nimje, Saket Jogjekar, Sachin Jagtap, Mujeeb Rahman, “Automatic Accident Detection And Reporting Framework For Two Wheelers”, IEEE International Conference On Advanced Communication Control And Computing Technologies(ICACCCT), Pp 962-967,May 2014. 11. Akshay Agarwal, Anand Khinvasara, Mitali Bhokare, Sumit Kaulkar, Y.K. Sharma, “Accident Detection System Application”, International Journal Of Emerging Technologies In Computational And Applied Sciences,Pp.425- 428,September-November, 2013 12. Mr. S. Iyyappan And Mr. V. Nandagopal , “Accident Detection And Ambulance Rescue With Intelligent Traffic Light System”, PublishedInInternationalJournal Of Advanced Technology And Engineering Research,2013 13. Megha Nirbhavane, Shashi Prabha, “Accident Monitoring System Using Wireless Applicaton”, International Journal Of Advanced Research In Computer Engineering And Technology(IJARCET),Pp 1532-1535,Volume 3 Issue 4,April2014 14. Nazmas Saquib, Md. Tarikul Islam Papon, Ishtiyaque Ahmad, Ashikur Rahman,”Measurement Of Heart Rate Using Photoplethysmography”,International Conference On Networking Systems And Security(Nsyss),ISBN:978- 1-4799-8126- 7,January 2015