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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 09 Issue: 11 | Nov 2022 www.irjet.net
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 731
Review on technique used to detect and report the cause of accident.
Mukesh Bala1, Bhushan Save2, Gaurav Dalvi3, Prasad Thakare4
1,3,4
BE student, Dept of Electrical Engg, VIVA Institute of Technology, Virar(E), Maharashtra
2
HOD, Dept of Electrical Engg, VIVA Institute of Technology, Virar (E), Maharashtra
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract – With the growth of population, demand of
vehicle has increased tremendously, creating an alarming
situation in terms of road hazards and road accident. The
percentage of traffic accident is increasing exponentially,
as the death rate due to accidents. However, the main
cause of the increased number of deaths is due to the delay
of the emergency services. Effective emergency services
could save many lives. Delay occurs due to traffic jams or
failure in communication with medical units. The
implementation of automatic road accident detection
system will provide timely assistance. Many solution for
automatic accident detection have been proposed in the
last few years. This technique include crash prediction
with help of smart phones, automatic ad-hoc networks,
GPS/GSM based system and various other techniques. With
such a high rate of deaths related to traffic accidents, road
safety is the most critical sector that requires a very major
investigation. In this project, we present a critical analysis
of various existing methodologies used to predict and
prevent the death occurring due to road accident,
highlighting their strengths, limitations and challenges
that need to be addressed to ensure that to lower the
death rate of various types of road accident.
Key Words:- GPS, GSM, road accident, medical units,
vehicular AD-HOC networks.
1. INTRODUCTION
The development of the automobile has great importance
in our lives. In the past few years, the demand for
automobiles has increased, and due to this, the chances
of vehicle accidents have also increased. A total of 1,
20,802 fatal accidents were reported in the year 2020.
According to the Ministry of Road Transport and
Highway (MoRTH), 43,412 accidents occurred on
national highways, 30,171 accidents occurred on state
highways, and 47,223 accidents occurred on other roads
(city roads, street lanes) (1). In most of these cases,
people have lost their lives due to the failure of the
medical faculty to get a complete accident-based
scenario and their location on time. In this case, time and
information play a crucial role. According to the study,
4.6% of fatalities in accidents could have been prevented
only if the emergency services could have been provided
at the scene of the accident at the proper time. To
overcome such a problem, we designed a GSM-based
system that helps to detect the accident and alert the
Emergency facilities as soon as it takes place. In this
system,GSM and GPS are the major components that help
us send the exact location and alert message to the
emergency medical team. An accelerometer and a vibration
sensor are the two types of sensors which are embedded in
the systemused to detect the accident and send the signals
to the Arduino. This system is compact and can be placed
in any vehicle based on its size. This system can also run on
the normal car battery or else we can also provide an
individualpower supply. The GPS used in this system will
be scanning the surrounding area of the vehicle, and during
the accident, with the help of Arduino, it will create a
message and, with the help of GSM, send the longitude and
latitude of the accidental location to the nearby hospital
and police station, so as a result, the emergency rescue
team can takeimmediate action according to the situation..
The GSM stands for “Global System for Mobile” which is a
system thatis used worldwide for communication. It helps
to send and receive data between devices. This system has
been helpingpeople to communicate with each other since
the early 1990s. The GSM is used in many different ways
such as voicecalls, text messaging, emails, internet access,
and more. However, one of the most important uses of the
GSM is for detection of accidents and reporting them to the
authorities. When an accident occurs, the sensors will send
a signal to the GSM system which will then relay the
information to theauthorities. This information can help to
improve safety on the roads and make sure that those who
are involved in accidents receive the help they need. So,
due to the emergency team's receiving the message in time,
the victim can be saved.
1.1 Types of Techniques:-
A) GSMandGPSbasedSystem:-
In this technique there is a GSM and GPS both the
module is used to detect the location of the vehicle and to
send an alert message to the nearby medical team. It
basically collect data from various sensors and by
combining all the input and transforming into the short
service message and proceeding further. This technique
has a major drawback is this system does not consider any
external sensor so due to which this system is manually
operated .And this system can be only used whenthere is a
minor accident take place and the user have to manually
operate the button to send an programmed message to be
sended to the emergency medical unit.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 09 Issue: 11 | Nov 2022 www.irjet.net
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 732
B) Simple pendulum method:-
This method was basically designed for the bikers
which this system basically consist of an simple
pendulum tiltmeter, and a piezoelectric sensor which is
used to sense thepressure on the vehicle. The pendulum
basically plays a vital role as it continuously sense the
center of gravity of the particular object that is been
connected .This pendulum was a very old method used
to sense the angle of the bike as it is a mechanical
method there may be a greater chances of misreading or
causing errors due to some special case scenario. It
basically check the orientation and the pressure of the
vehicle, it will be reported as an accident when the tilt
meter goes below a certain lean angleand the pressure
to check occurred during the vehicle .This technique is
basically used to get a detail view about the accident
taken place.
C) Orientation and vibration sensing
method:-
This method was introduced when there was a bit
development in the field of sensors and there was multi
sensing was done on this method first .This method was
introduced was to detect the accident and measure the
severity of the accident as there is two sensor
embedded in this system, a accelerometer and a
vibration sensor which is embedded in this system
together. So during the accident the vibration system
will record thehotspot of the vibration like which part
the impact have taken place and the accelerometer used
in this used to checkthe orientation of the vehicle . This
technology is used to check unknown accident taken
place in past to check whether it was an accident or
something just hitted the vehicle and this basically help
the cops to have an clear scenario about the accident
was taken place. And this method was boost at the
newly innovated but lack a bit in other scenario like not
be able to sense the speed so the final statement was not
been decided by the rescue team or either the
investigating team.
D) Ultrasonic sensor method:-
Ultra sensors are used to measure the distance
between a limited distanced two points with the help of
sending an ultrasonic wave from the source. This
ultrasonic is basically create a wave which will hit the
opposite side of the second end point and once it hit it
and then it will return the same path and there will
receiver that will take the wave and convert the wave
into a readable output .In this method previously two
ultra-sensors were used one sensors is located on the
front wind screen of the car and other sensor is located
on the back windscreen of the car. The distances between
the respective sensors and the respective bumper is
measured it is that the distance between the sensors
which is located on the front wind screen and the bumper
is already measures. Similarly the distance between the
sensors which is located on back wind screen and tail of
the car is also already measured. And the methodology is
simple whenever any object collides with the car the
threshold distances gets breached and processing system
turns ON. Then the system quickly finds the location of
car using GPS and send it to the rescue service using GSM.
E) SUMO (Simulation of urban mobility):-
Development of SUMO has started in 2001 by the
German Aerospace Center as an open source traffic
simulation package. It can use different source formats to
get road network, generate various quite traffic demand,
and route the traffic supported different input sources.
High performance simulation is in a position to simulate
various traffic scenarios, from one junction to whole city
traffic. Simulator also allows external control using remote
interface to intervene the flow of simulation. During this
study, vehicles’ behavior in last 10 second has been
analyzed so as to detect accidents which are happening at
that moment by employing classification methods. Thanks
to the difficulty of collecting vehicle velocity and position
information from real world, Simulation of Urban Mobility
(SUMO) has been wont to simulate traffic and to generate
velocity and position information. Velocity and position
values of the vehicles are collected from probe vehicles and
each vehicle’s information is used as input for machine
learning algorithms.
2) Overview of combined techniques and
methods:-
These sorts of crash detection systems use different
sensors to detect crashes and notifications. Usually these
sensors are mounted outside the car. All components like
sensors, GSM module, PS module etc. are connected to
Atmel AT89S52 microcontroller. Sensors often interpret
data like acceleration, force, vibration, etc. and transmit an
aware of all stored emergency numbers until the accident
is identified. This technique does not support rescue
operations. This method proposed accident warning
supported IoT and rescue system that uses a GPS sensor
and an accelerometer to gather all the information and
send it to the cloud. The message are going to be sent to all
emergency numbers saved in the victim's profile
Sustainability in the event of an accident. This report
provides information about the severity of the accident
and the scene of the accident to assist the ambulance get to
the scene of the accident as soon as possible. This work
uses vibration sensor, buzzer and GPS module for accident
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 09 Issue: 11 | Nov 2022 www.irjet.net
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 733
detection and notifications. Introduced IoT-based
accident detection and a notification system almost like
the one advanced proposed methodoly used. The most
limitation of this paper is that as soon as the accident is
detected, it'll be sent to the customer care department
instead, and one calls the closest hospital. It involves
human intervention. Proposed a totally automated
accident detection and rescue system that uses impact
sensor and GPS module to develop this system. The main
limitation of IoT-based systems is that they are expensive
solutions compared to a smartphone-based system. The
accuracy of the system are often improved using some AI
based techniques.
3. CONCLUSIONS:-
By comparing various techniques used in this system we
concluded that in every technology there is an major
drawback so by keeping all this drawback and techniques
in the mind we have decided to combine all this
technologies into one small compact system which will be
robust in nature and will be more accurate compared to
the previous technics used .With this we may reduce the
death rate occurred due to the road accident and save each
and every victim who are affected on that scenario.
Furthermore, it has been shown that accidents and other
incidents can be considered outliers in traffic data, and
machine learning algorithms can be used to detect these
outliers. When a traffic accident is detected, other
investigative vehicles can be alerted to the accident,
helping drivers take steps to prevent further accidents
and reroute. As described in previous techniques and
methods, these algorithms or combinations thereof use
detector data as input. These data can come from
individual sensors or from a mix of “fused” sensors.. The
input into the incident detection algorithms, whether
such input be speed, occupancy, or volume, are often
simulated to reproduce incident conditions. However, it's
crucial that these algorithms function using actual, real-
time data also. Databases are being constructed using
data from both incident and non-incident conditions. an
important step in specifying the best incident detection
system is to identify the functions, limitations, and
capabilities of the monitoring system, its detection
components, their functional relations, and therefore the
forms and nature of the data. An algorithm fusion
framework and every one algorithms and sensors are
been mentioned based on the formal multi-objective
methodology in this paper.
REFERENCES:-
[1] Baburao Kodavati, V.K.Raju, S.Srinivasa Rao,
A.V.Prabu T.Appa Rao, Dr.Y.V.Narayana, (2011)
"Gsm and Gps Based Vehicle Location and Tracking
System". International Journal of Engineering
Research and Applications .Vol. 1, Issue 3.”
[2] Cohen A, Einav L (2003) the effects of mandatory seat
belt laws on driving behavior and traffic fatalities. Rev
Econ Stat 85(4):828–843.
[3] Rauscher S, Messner G, Baur P, Augenstein J, Digges K,
Perdeck E, Bahouth G, Pieske O (2009)
Enhancedautomatic collision notification system-
improved rescue care due to injury prediction- first
field experience .
[4] Dankyi, D. A. (2010) Tema records 75 deaths in 732
Accidents between January-
September:http://newtimes.com.gh/story/tema-
records-75- deathin-732-accidents-between-
Januarys-September- 2010.
[5] Tariq Rehman (2014) “GPS Tracking, Monitoring and
controlling”, International Journal of
Multidisciplinary sciences and Engineering, VOL – 5.
BIOGRAPHIES
Mr. Mukesh Balamurugaiah
Student of BE Electrical Engg.
VIVA Institute of technology, Virar,
Dist. Palghar, Maharashtra, India.
Prof. Bhushan SaveHead of
Department
Electrical Engg.
VIVA Institute oftechnology, Virar,
Dist. Palghar, Maharashtra, India.
Mr. Gaurav Ganpat Dalvi Student
of BE Electrical Engg.
VIVA Institute of technology, Virar,
Dist. Palghar, Maharashtra, India.
Mr. Prasad Sudhir Thakare
Student of BE Electrical Engg.
VIVA Institute of technology, Virar,
Dist. Palghar, Maharashtra, India.

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Review on technique used to detect and report the cause of accident.

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 09 Issue: 11 | Nov 2022 www.irjet.net © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 731 Review on technique used to detect and report the cause of accident. Mukesh Bala1, Bhushan Save2, Gaurav Dalvi3, Prasad Thakare4 1,3,4 BE student, Dept of Electrical Engg, VIVA Institute of Technology, Virar(E), Maharashtra 2 HOD, Dept of Electrical Engg, VIVA Institute of Technology, Virar (E), Maharashtra ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract – With the growth of population, demand of vehicle has increased tremendously, creating an alarming situation in terms of road hazards and road accident. The percentage of traffic accident is increasing exponentially, as the death rate due to accidents. However, the main cause of the increased number of deaths is due to the delay of the emergency services. Effective emergency services could save many lives. Delay occurs due to traffic jams or failure in communication with medical units. The implementation of automatic road accident detection system will provide timely assistance. Many solution for automatic accident detection have been proposed in the last few years. This technique include crash prediction with help of smart phones, automatic ad-hoc networks, GPS/GSM based system and various other techniques. With such a high rate of deaths related to traffic accidents, road safety is the most critical sector that requires a very major investigation. In this project, we present a critical analysis of various existing methodologies used to predict and prevent the death occurring due to road accident, highlighting their strengths, limitations and challenges that need to be addressed to ensure that to lower the death rate of various types of road accident. Key Words:- GPS, GSM, road accident, medical units, vehicular AD-HOC networks. 1. INTRODUCTION The development of the automobile has great importance in our lives. In the past few years, the demand for automobiles has increased, and due to this, the chances of vehicle accidents have also increased. A total of 1, 20,802 fatal accidents were reported in the year 2020. According to the Ministry of Road Transport and Highway (MoRTH), 43,412 accidents occurred on national highways, 30,171 accidents occurred on state highways, and 47,223 accidents occurred on other roads (city roads, street lanes) (1). In most of these cases, people have lost their lives due to the failure of the medical faculty to get a complete accident-based scenario and their location on time. In this case, time and information play a crucial role. According to the study, 4.6% of fatalities in accidents could have been prevented only if the emergency services could have been provided at the scene of the accident at the proper time. To overcome such a problem, we designed a GSM-based system that helps to detect the accident and alert the Emergency facilities as soon as it takes place. In this system,GSM and GPS are the major components that help us send the exact location and alert message to the emergency medical team. An accelerometer and a vibration sensor are the two types of sensors which are embedded in the systemused to detect the accident and send the signals to the Arduino. This system is compact and can be placed in any vehicle based on its size. This system can also run on the normal car battery or else we can also provide an individualpower supply. The GPS used in this system will be scanning the surrounding area of the vehicle, and during the accident, with the help of Arduino, it will create a message and, with the help of GSM, send the longitude and latitude of the accidental location to the nearby hospital and police station, so as a result, the emergency rescue team can takeimmediate action according to the situation.. The GSM stands for “Global System for Mobile” which is a system thatis used worldwide for communication. It helps to send and receive data between devices. This system has been helpingpeople to communicate with each other since the early 1990s. The GSM is used in many different ways such as voicecalls, text messaging, emails, internet access, and more. However, one of the most important uses of the GSM is for detection of accidents and reporting them to the authorities. When an accident occurs, the sensors will send a signal to the GSM system which will then relay the information to theauthorities. This information can help to improve safety on the roads and make sure that those who are involved in accidents receive the help they need. So, due to the emergency team's receiving the message in time, the victim can be saved. 1.1 Types of Techniques:- A) GSMandGPSbasedSystem:- In this technique there is a GSM and GPS both the module is used to detect the location of the vehicle and to send an alert message to the nearby medical team. It basically collect data from various sensors and by combining all the input and transforming into the short service message and proceeding further. This technique has a major drawback is this system does not consider any external sensor so due to which this system is manually operated .And this system can be only used whenthere is a minor accident take place and the user have to manually operate the button to send an programmed message to be sended to the emergency medical unit.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 09 Issue: 11 | Nov 2022 www.irjet.net © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 732 B) Simple pendulum method:- This method was basically designed for the bikers which this system basically consist of an simple pendulum tiltmeter, and a piezoelectric sensor which is used to sense thepressure on the vehicle. The pendulum basically plays a vital role as it continuously sense the center of gravity of the particular object that is been connected .This pendulum was a very old method used to sense the angle of the bike as it is a mechanical method there may be a greater chances of misreading or causing errors due to some special case scenario. It basically check the orientation and the pressure of the vehicle, it will be reported as an accident when the tilt meter goes below a certain lean angleand the pressure to check occurred during the vehicle .This technique is basically used to get a detail view about the accident taken place. C) Orientation and vibration sensing method:- This method was introduced when there was a bit development in the field of sensors and there was multi sensing was done on this method first .This method was introduced was to detect the accident and measure the severity of the accident as there is two sensor embedded in this system, a accelerometer and a vibration sensor which is embedded in this system together. So during the accident the vibration system will record thehotspot of the vibration like which part the impact have taken place and the accelerometer used in this used to checkthe orientation of the vehicle . This technology is used to check unknown accident taken place in past to check whether it was an accident or something just hitted the vehicle and this basically help the cops to have an clear scenario about the accident was taken place. And this method was boost at the newly innovated but lack a bit in other scenario like not be able to sense the speed so the final statement was not been decided by the rescue team or either the investigating team. D) Ultrasonic sensor method:- Ultra sensors are used to measure the distance between a limited distanced two points with the help of sending an ultrasonic wave from the source. This ultrasonic is basically create a wave which will hit the opposite side of the second end point and once it hit it and then it will return the same path and there will receiver that will take the wave and convert the wave into a readable output .In this method previously two ultra-sensors were used one sensors is located on the front wind screen of the car and other sensor is located on the back windscreen of the car. The distances between the respective sensors and the respective bumper is measured it is that the distance between the sensors which is located on the front wind screen and the bumper is already measures. Similarly the distance between the sensors which is located on back wind screen and tail of the car is also already measured. And the methodology is simple whenever any object collides with the car the threshold distances gets breached and processing system turns ON. Then the system quickly finds the location of car using GPS and send it to the rescue service using GSM. E) SUMO (Simulation of urban mobility):- Development of SUMO has started in 2001 by the German Aerospace Center as an open source traffic simulation package. It can use different source formats to get road network, generate various quite traffic demand, and route the traffic supported different input sources. High performance simulation is in a position to simulate various traffic scenarios, from one junction to whole city traffic. Simulator also allows external control using remote interface to intervene the flow of simulation. During this study, vehicles’ behavior in last 10 second has been analyzed so as to detect accidents which are happening at that moment by employing classification methods. Thanks to the difficulty of collecting vehicle velocity and position information from real world, Simulation of Urban Mobility (SUMO) has been wont to simulate traffic and to generate velocity and position information. Velocity and position values of the vehicles are collected from probe vehicles and each vehicle’s information is used as input for machine learning algorithms. 2) Overview of combined techniques and methods:- These sorts of crash detection systems use different sensors to detect crashes and notifications. Usually these sensors are mounted outside the car. All components like sensors, GSM module, PS module etc. are connected to Atmel AT89S52 microcontroller. Sensors often interpret data like acceleration, force, vibration, etc. and transmit an aware of all stored emergency numbers until the accident is identified. This technique does not support rescue operations. This method proposed accident warning supported IoT and rescue system that uses a GPS sensor and an accelerometer to gather all the information and send it to the cloud. The message are going to be sent to all emergency numbers saved in the victim's profile Sustainability in the event of an accident. This report provides information about the severity of the accident and the scene of the accident to assist the ambulance get to the scene of the accident as soon as possible. This work uses vibration sensor, buzzer and GPS module for accident
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 09 Issue: 11 | Nov 2022 www.irjet.net © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 733 detection and notifications. Introduced IoT-based accident detection and a notification system almost like the one advanced proposed methodoly used. The most limitation of this paper is that as soon as the accident is detected, it'll be sent to the customer care department instead, and one calls the closest hospital. It involves human intervention. Proposed a totally automated accident detection and rescue system that uses impact sensor and GPS module to develop this system. The main limitation of IoT-based systems is that they are expensive solutions compared to a smartphone-based system. The accuracy of the system are often improved using some AI based techniques. 3. CONCLUSIONS:- By comparing various techniques used in this system we concluded that in every technology there is an major drawback so by keeping all this drawback and techniques in the mind we have decided to combine all this technologies into one small compact system which will be robust in nature and will be more accurate compared to the previous technics used .With this we may reduce the death rate occurred due to the road accident and save each and every victim who are affected on that scenario. Furthermore, it has been shown that accidents and other incidents can be considered outliers in traffic data, and machine learning algorithms can be used to detect these outliers. When a traffic accident is detected, other investigative vehicles can be alerted to the accident, helping drivers take steps to prevent further accidents and reroute. As described in previous techniques and methods, these algorithms or combinations thereof use detector data as input. These data can come from individual sensors or from a mix of “fused” sensors.. The input into the incident detection algorithms, whether such input be speed, occupancy, or volume, are often simulated to reproduce incident conditions. However, it's crucial that these algorithms function using actual, real- time data also. Databases are being constructed using data from both incident and non-incident conditions. an important step in specifying the best incident detection system is to identify the functions, limitations, and capabilities of the monitoring system, its detection components, their functional relations, and therefore the forms and nature of the data. An algorithm fusion framework and every one algorithms and sensors are been mentioned based on the formal multi-objective methodology in this paper. REFERENCES:- [1] Baburao Kodavati, V.K.Raju, S.Srinivasa Rao, A.V.Prabu T.Appa Rao, Dr.Y.V.Narayana, (2011) "Gsm and Gps Based Vehicle Location and Tracking System". International Journal of Engineering Research and Applications .Vol. 1, Issue 3.” [2] Cohen A, Einav L (2003) the effects of mandatory seat belt laws on driving behavior and traffic fatalities. Rev Econ Stat 85(4):828–843. [3] Rauscher S, Messner G, Baur P, Augenstein J, Digges K, Perdeck E, Bahouth G, Pieske O (2009) Enhancedautomatic collision notification system- improved rescue care due to injury prediction- first field experience . [4] Dankyi, D. A. (2010) Tema records 75 deaths in 732 Accidents between January- September:http://newtimes.com.gh/story/tema- records-75- deathin-732-accidents-between- Januarys-September- 2010. [5] Tariq Rehman (2014) “GPS Tracking, Monitoring and controlling”, International Journal of Multidisciplinary sciences and Engineering, VOL – 5. BIOGRAPHIES Mr. Mukesh Balamurugaiah Student of BE Electrical Engg. VIVA Institute of technology, Virar, Dist. Palghar, Maharashtra, India. Prof. Bhushan SaveHead of Department Electrical Engg. VIVA Institute oftechnology, Virar, Dist. Palghar, Maharashtra, India. Mr. Gaurav Ganpat Dalvi Student of BE Electrical Engg. VIVA Institute of technology, Virar, Dist. Palghar, Maharashtra, India. Mr. Prasad Sudhir Thakare Student of BE Electrical Engg. VIVA Institute of technology, Virar, Dist. Palghar, Maharashtra, India.