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International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
6 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Vehicle Monitoring System based On IOT, Using 4G/LTE
Egwuonwu Adolphus Chinonso1
, Okemiri Henry Anayo2
and Chioma Virginia Anikwe3
1
Ph.D Student, Department of Computer Science/Informatics, Alex Ekwueme Federal University Ndufu-Alike Ebonyi State,
NIGERIA
2
Lecturer, Department of Mathematics/Computer Science/Statistics/Informatics, Alex Ekwueme Federal University, Ndufu-
Alike Ebonyi State, NIGERIA
3
Ph.D Student, Department of Computer Science/Informatics, Alex Ekwueme Federal University Ndufu-Alike Ebonyi State,
NIGERIA
Corresponding Author: henry.okemiri@funai.edu.ng
ABSTRACT
In our World of today, the quest to get rich at all
cost without working for our money has led some of our
youth into crimes such as robbery and kidnapping. As a
result of this and by the sheer fact that vehicles are now very
expensive to buy these days, there is a need for people to
safeguard their vehicles against these hoodlums to avoid loss
of their precious Assets to these rampaging criminals.
Tracking is technology that is used by many companies and
individuals to track a vehicle, an individual or an asset by
using many ways like GPS that operates using satellites and
ground-based stations or by using our approach which
depends on the cellular mobile towers. Vehicle tracking
system is a system that can be used in monitoring and
locating a vehicle, avoid theft or recover a stolen vehicle, for
monitoring of vehicle routes to ensure strict compliance to an
already defined vehicle routes, monitor driver’s behavior,
predict bus arrival as well as for fleet management. Internet
of things has made it very possible to devices to inter
communicate amongst themselves and exchange information,
helping in acquiring and analyzing information faster that we
used to know in the past and this has helped more especially
in vehicle monitoring to ensure that vehicle owners feel safe
about their investments without fearing about their loss. In
this paper, we propose a vehicle monitoring system based on
IOT technology, using 4G/LTE to get the get the coordinate,
speed, and overall condition of the vehicle, process and send
to a remote server to be analyzed and used in locating the
vehicle and monitor its other configured parameters. This is
realized using Raspberry pi, 4G/LTE, GPS, Accelerometer
and other sensors with communicate amongst themselves to
get the environmental parameters which is processed and
sent to a remote server where it is analyzed and represented
on a map to locate the vehicle and monitor the other set
parameters. 4G/LTE provides fast internet connectivity with
overcomes the usual delay usually experienced in sending the
acquired signals to be processed. The True Vehicle position is
represented using google geolocation service and the actual
position triangulated in real-time.
Keywords-- GPS, RASPBERRY PI, 4G/LTE
I. INTRODUCTION
The Internet of Things (IOT) is an arrangement of
interrelated computing devices, mechanical and digital
machines, objects, animals or individuals that are given
unique identification and the capacity to exchange
information over a system without requiring human-to-
human or human-to-PC intervention. IOT is a new concept
that has evolved from the convergence of wireless
technologies (Mayuresh & Arati, 2017). It is the new
paradigm in the computing world. With this technology,
there is a deep penetration of the internet in our everyday
life and this is seen as the future of computing. With
devices communication amongst themselves with little or
no human intervention, it is very easy to practically
automate everything in our everyday life. The devices used
in this paper were configured to communicate and pick
environmental signals in real-time, filter and send them to
a remote server for analyses and storage.
4G/LTE is a wireless service which aims at
enhancing the universal Terrestrial Radio Access
network(ULTRAN) and optimizing radio architecture
(Huangi, Quian and Gerber, 2012).
It is a high speed mobile broadband that has the
capabilities of transmitting at a speed of over 100Mbps. It
outperforms is predecessor (3G). With 4G/LTE connected
devices exchange information in real-time owing to the
fastness of the 4G/LTE technology and ensures that what
the receiver receives exactly what the sender send with
loss or distortion.
“Vehicle tracking systems are popular among
people as a means of retrieval of stolen device, theft
prevention, monitoring, and surveillance. Due to the
advancement in technology vehicle tracking systems can
now identify and detect vehicle's illegal movements
(Geofencing) and then notify the owner about these
movements as well as perform a predetermined action if
such commands are programmed into the device. This
gives an advantage over the rest applications and other
pieces of technology that can serve for the same purpose.
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
7 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
There is tremendous demand for object tracking
application for the business process. The real-time tracking
information on valuable things and assets could solve
many problems in the world” Muhammed et al (2018).
Nowadays, newer technologies now have features
that are in sync with people’s interests such as being
compact, easier to use, feature-rich, connected to the
internet, fast and smart. With sensors now available and
inexpensive, coupled with the deep penetration on internet,
has resulted in a very interesting technology known as the
Internet of Things (IoT) which is one of the mainstay of
computing. Its aim is to allow people and things to be
connected anytime, anywhere with anything/anyone. In
other words, devices and application have the ability to
communicate each other without or with less human
interference (Thiyagarajan, Umamaheswaran &
Visawanthan, 2014).
With devices communicating amongst
themselves, it is now easy to collect and process data.
Software, programmable hardware, sensors, and internet
now makes it very easy to collect and exchange
information which makes it very easy to remotely control
connected devices over an existing network infrastructure.
IoT can assist in integration of communications, control
and information processing across various transportation
systems. Thiyagarajan et al (2014) suggest that the
application of IoT extends to all aspects of transportation
systems i.e. the vehicle, infrastructure and driver or user.
With 4G/LTE enabling the connectivity to the remote
server, dynamic interaction between these components of a
transport system enables Inter and Intra vehicular
communication, Vehicle monitoring, Vehicle tracking,
Smart traffic control, Smart parking, Logistic and Fleet
management, Vehicle control, Safety and Road assistance
(Mayuresh & Arati, 2017).
This paper propose a system designed to track
and monitor vehicles for purpose of locating and
monitoring them, as well as to stop the vehicle if stolen
and to track it online for retrieval. This system is an
integration of several modern communication
technologies. The GPS picks the latitude and longitude
data, and send it to the Rasberry pi which process, filters,
and transfer it to the remote server where is it analyzed and
triangulated on google Geolocation services and
positioning. The aim of the proposed work is to outline and
create strong security framework for vehicles that can
avert robbery or loss of important movable assets, as well
as retrieval in situation where it is lost. The framework that
has been produced in the proposed work utilizes Raspberry
Pi, 4G/LTS using data enabled sim card for internet
connection.
II. RELATED WORK
Researchers have constantly try to find a new and
better ways of solving problems and challenges facing
human being.
Since the advent of communication satellites and
the subsequent liberalization of its use, it has enabled
individuals and companies to locate and monitor persons,
vehicles and movable assets using GPS via Satellite or
cellular towers.
Mayuresh and Arati (2017) proposed a vehicle
monitoring system using micro controller and GPS + GSM
module to get the exact location of a vehicle and transfer
the latitude and longitude from GPS and automobile data
to end systems. Swetha et al (2017) proposed an Accident
detection and tracking system using Gps technology and
Raspberry pi by sending the information to a mobile
number using WhatsApp. Thiyagarajan et al (2014)
demonstrated an IOT based intelligent transport system
using NFC (Near Field communication) and GPS in
capturing the location of a vehicle and sending same to a
server for processing. Rathod and Pandya (2017) used
Rasp Pi Camera, Gyro Sensors, Raspberry Pi, and Wi-Fi
Module to get the Latitude, Longitude and speed
information of a vehicle and send same as an SMS to the
owner. Ngadiran et al (2017) presented a system of route
monitoring, and directing the vehicle to another route if an
obstacle is detected using Origin – Destination study to
determine the travel pattern. Erabathini et al (2017) used
Custom RFID, CoAP, MQTT, AWS, mosquito paho in
detecting traffic in a smart city arrangement and help in
traffic management. Wang etal (2016) propose a novel
architecture for “things” to access the IoT. The architecture
supports data acquisition, processing, storage and
transmission functions for all kinds of devices and
equipment under the IoT environment. This design can be
widely used in different areas in the IoT environment for
real-time monitoring, environmental data acquisition and
equipment control. In this design, they adopted
IEEE1451.2 standards as the reference to access multiple
sensors, actuators and transducers. The standard stipulates
a series of specifications from sensor interface definition to
the data acquisition. In order to reduce the consumption of
system hardware resources, they adopted FPGA to
implement the whole system. A variety of specific IP cores
are designed and incorporated in the design. Meanwhile,
under the coordination of SoC technology, the main
module of the system was implemented on a single FPGA
chip
IIII. METHODOLOGY
The Proposed system mainly consists of a
Rasberry pi, 4G + GPS module, Accelerometer and
ultrasonic sensor forming the in Vehicle equipment, the 4G
Module provides the connectivity to internet, while the
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
8 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
server is hosted on the internet. Vehicle parameters, speed,
fuel level and location coordinates from GPS module,
accelerometer and the ultrasonic sensor are fed to the
Rasberry pi since they are all interfaced to the Raspberry
pi which serves as the controller. They are interfaced
through the available IO interfaces and configured using
python programing language and AT commands. The units
constantly pick information as configured and sends same
to the Raspberry pi which now modifies and filters the
received signals and send it to the server for processing.
Sim7100A module is used for GPS to determine the
location of the vehicle, the 4G module provides a fast
internet connectivity and creates a path for transmitting in
real time the information received by the Rasberry pi to the
server. Typical parameters monitored are vehicle location
(coordinates), vehicle speed, engine compartment
temperature, fuel level, impact, shock and tilt. These
parameters are processed and stored in database on a web
server and a webpage is created to display vehicle
parameters data and can be accessed using a web browser
or an android App using an integrated Google map
Application program interface. Google map is used to
display vehicle location on map using the coordinate of the
in-vehicle equipment.
Figure 3: Proposed system for the Vehicle tracking system based on IOT
IV. HARDWARE
A. PASBERRY PI
Raspberry Pi is ultra-cheap-yet-serviceable
programmable computer board with support for a large
number of input and output peripherals, and network
communication what makes it the perfect platform for
interfacing with many different devices and using in wide
range of applications [9]. The Raspberry Pi operates in the
open source ecosystem: it runs Linux (a variety of
distributions), and its main supported operating system,
Raspbian, is open source and runs a suite of open source
software. In other words, using single-board computer
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
9 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
such as Raspberry Pi offers an array of connected
hardware and software projects. In works [1] are presented
applications of Raspberry Pi as a Sensor Web, as well as
the advantages and disadvantages.
Figure 5: Rasberry pi B+ model
B. SIM 7100A
SIM7100A Development Board LTE WCDMA
GNSS B2 B4 B15 + GPS Antenna for Raspberry Pi is a
complete multi-band LTE /WCDMA/GNSS module
designed with very powerful processors integrating
application core: gcCortex A5(550MHz), three QDSP6
cores (Up to 500Mhz), allowing customer to benefit from
small dimensions and cost-effective product solutions. It
has strong extension capability with rich interfaces
including UART, USB2.0, SPI, I2C, Keypad, PCM, etc. It
has abundant application and is equipped with
GSM/UMTS/LTE main antenna, UMTS/LTE auxiliary
antenna, and GPS/GLONASS antenna. SIM7100-PCIE
merges GNSS (GPS/GLONASS) satellite and network
information to provide a high-availability solution that
offers industry-leading accuracy and performance. This
solution performs well, even in very challenging
environmental conditions where conventional GNSS
receivers fail, and provides a platform to enable wireless
operators to address both location-based services
Figure 7: Sim 7100A 4G+GPS Board
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
10 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
C. TL1000KA1
This is a 1 MHz Ultrasonic Transducer for Flow
Meter that is both a transmitter and a receiver. It measures
distance by using ultrasonic waves. The sensor head emits
an ultrasonic wave and receives the wave reflected back
from the target. It measures the distance to the target by
measuring the time between the emission and reception, to
determine the actual quantity of fuel remaining in the fuel
tank and transmit same to the Raspberry pi. The distance
is calculated using the formula: Distance L = 1/2 × T × C.
where L is the distance, T is the time between the emission
and reception, and C is the speed of sound. (The value is
multiplied by 1/2 because T is the time for go-and-return
distance.)
Figure 8: Fuel sensor
D. ADXL345 Accelerometer
The ADXL345 is a small, thin, ultralow power, 3-
axis accelerometer with high resolution (13-bit)
measurement at up to ±16 g. Digital output data is
formatted as 16-bit twos complement and is accessible
through either a SPI (3- or 4-wire) or I2C digital interface.
It measures the static acceleration of gravity in tilt-sensing
applications, as well as dynamic acceleration resulting
from motion or shock. Its high resolution (3.9 mg/LSB)
enables measurement of inclination changes less than 1.0°
Figure 9: Functional block diagram of ADXL345
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
11 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
It provides Several special sensing functions.
Activity and inactivity sensing detect the presence or lack
of motion by comparing the acceleration on any axis with
user-set thresholds. Tap sensing detects single and double
taps in any direction. Freefall sensing detects if the device
is falling. These functions can be mapped individually to
either of two interrupt output pins. An integrated memory
management system with a 32-level first in, first out
(FIFO) buffer can be used to store data to minimize host
processor activity and lower overall system power
consumption. Low power modes enable intelligent motion-
based power management with threshold sensing and
active acceleration measurement at extremely low power
dissipation.
Figure 10: ADXL345 Accelerometer
V. RESULTS AND VALIDATION
SIM7100A, ADXL345 Accelerometer, and the
TL1000KA1 is configured and interfaced with Rasberry pi
to get GPS parameters along with vehicle speed, impact,
tilt and the fuel level of the vehicle. Rasberry pi is
programmed to process data of vehicle parameters and
send it to a database on a webserver. SIM7100A module
works on AT commands which can be given via Raspberry
pi code. These commands and the responses of the
SIM7100A module can be monitored using Rasberry pi’s
serial monitor. Python code is used in programing the
Accelerometer.
#import the adxl345 module
import adxl345
#create ADXL345 object
accel = adxl345.ADXL345()
#get axes as g
axes = accel.getAxes(True)
# to get axes as ms^2 use
#axes = accel.getAxes(False)
#put the axes into variables
x = axes['x']
y = axes['y']
z = axes['z']
#print axes
print x
print y
print z
The above program imports a module called
adxl345 from the python library and is used to get the
readings of the axes of the accelerometer.
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
12 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 11: Typical reading from the accelerometer
This is used in detecting the speed of the vehicle
as well as sensing other things such as tilt, shock, and
impact to determine how if the vehicle is over speeding,
crashed, or forceful opening of the vehicle based on the
state of the vehicle.
Figure 12: Server control page for monitoring and analyzing data received from the tracker
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
13 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 13: Map showing location and speed of vehicle
A webpage is created to display data of vehicle
parameters sent by Rasberry pi through the SIM7100A 4G
hardware system to the database. This data is also linked
with the Google maps for real time location display of
vehicle on map.
Figure 14: Vehicles reporting with their location
VI. CONCLUSION
We have proposed a new method of Vehicle
monitoring System using Raspberry Pi (IOT)”. The aim of
the project is to serve as a solution for locating vehicle and
monitoring the fuel level of the vehicle using Raspberry Pi.
Rasberry pi is a single board on chip computer that can
control many input and output devices using GPIO pins
which requires software like Raspbian. You can check the
overall vehicle such as trip, daily fuel usage, driver’s
behavior, maintenance and vehicle behavior report.
The vehicle monitoring system performs real-time
and comprehensive monitoring including temperature,
humidity, real-time position, speed, tilt and shock. All the
information is displayed with visualization interface,
which could be used for security monitoring, accident
prevention, theft avoidance and recover, and traffic
dispatching. At the same time, all the collected data are
stored in the server database which could be access in the
future. This system is useful in many applications such as
security, vehicle tracking, fleet management, and for theft
prevention and recovery.
International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962
Volume-11, Issue-4 (August 2021)
www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2
14 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
REFERENCES
[1] Desai, Mayuresh & Phadke, Arati. (2017). Internet of
things based vehicle monitoring system. FIP International
Conference on Wireless and Optical Communications
Networks, WOCN.
[2] Alrifaie, Mohammed F, Harum, Norharyati, Fairuz,
Mohd Othman Iskandar, Roslan, Irda Shyaa, & Methaq
Abdullah. (2018). Vehicle detection and tracking system
IoT based: A Review. International Research Journal of
Engineering and Technology, 1237-1241.
[3] Bojan, Thiyagarajan, Kumar, Umamaheswaran, &
Bojan, Viswanathan. (2014). An internet of things based
intelligent transportation system. In: IEEE International
Conference on Vehicular Electronics and Safety, pp.
174-179.
[4] Bergonda, Swetha, Shruti Sushmita, & Soma, Savita.
(2017). IoT based vehicle accident detection and tracking
system using GPS modem. International Journal of
Innovative Science and Research Technology, 2(4), 261-
263.
[5] Chavan, Hiren Rathod, Karan Pandya, & Sumit.
(2017). Vehicular security using IOT. International
Journal of Science and Research, 6(4), 2664-2666.
[6] H, Patole Gitanjali A, Shide Jyoti S, Salve Satish
Vipul, Prof Kaushik, Ranjan B, & Prof Puri S. (2017). IOT
based vehicle tracking & vehicular emergency system- A
case study and review. International Journal of
Advanced Research in Electrical, Electronics and
Instrumentation Engineering, 6(10), 8001-8012.
[7] Iszaidy, I. Ngadiran, R. Ahmad, R. B. Jais, & M. I.
Shuhaizar, D. (2017). Implementation of raspberry Pi for
vehicle tracking and travel time information system: A
survey. Proceedings of 2016 International Conference on
Robotics, Automation and Sciences, ICORAS 2016.
[8] Laxmirajam, Erabathini Chetan, R. S., & Dr. Kawitkar.
(2017). A survey: IoT based vehicle tracking system.
IJARCCE, 6(5), 791-795.
[9] Wang, S & Hou Y. (2016). A novel IoT access
architecture for vehicle monitoring system. In: IEEE 3rd
World Forum on Internet of Things (WF-IOT).
[10] Hang, J, Qian, F, Gerber, A, Mao, Z.M. Sen, S, &
Spatcheel, O. (2012). A close examination of performance
and power characteristics of 4G LTE networks. In: 10th
International Conference on Mobile Systems, Application
and Service.

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Vehicle Monitoring System based On IOT, Using 4G/LTE

  • 1. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 6 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. Vehicle Monitoring System based On IOT, Using 4G/LTE Egwuonwu Adolphus Chinonso1 , Okemiri Henry Anayo2 and Chioma Virginia Anikwe3 1 Ph.D Student, Department of Computer Science/Informatics, Alex Ekwueme Federal University Ndufu-Alike Ebonyi State, NIGERIA 2 Lecturer, Department of Mathematics/Computer Science/Statistics/Informatics, Alex Ekwueme Federal University, Ndufu- Alike Ebonyi State, NIGERIA 3 Ph.D Student, Department of Computer Science/Informatics, Alex Ekwueme Federal University Ndufu-Alike Ebonyi State, NIGERIA Corresponding Author: henry.okemiri@funai.edu.ng ABSTRACT In our World of today, the quest to get rich at all cost without working for our money has led some of our youth into crimes such as robbery and kidnapping. As a result of this and by the sheer fact that vehicles are now very expensive to buy these days, there is a need for people to safeguard their vehicles against these hoodlums to avoid loss of their precious Assets to these rampaging criminals. Tracking is technology that is used by many companies and individuals to track a vehicle, an individual or an asset by using many ways like GPS that operates using satellites and ground-based stations or by using our approach which depends on the cellular mobile towers. Vehicle tracking system is a system that can be used in monitoring and locating a vehicle, avoid theft or recover a stolen vehicle, for monitoring of vehicle routes to ensure strict compliance to an already defined vehicle routes, monitor driver’s behavior, predict bus arrival as well as for fleet management. Internet of things has made it very possible to devices to inter communicate amongst themselves and exchange information, helping in acquiring and analyzing information faster that we used to know in the past and this has helped more especially in vehicle monitoring to ensure that vehicle owners feel safe about their investments without fearing about their loss. In this paper, we propose a vehicle monitoring system based on IOT technology, using 4G/LTE to get the get the coordinate, speed, and overall condition of the vehicle, process and send to a remote server to be analyzed and used in locating the vehicle and monitor its other configured parameters. This is realized using Raspberry pi, 4G/LTE, GPS, Accelerometer and other sensors with communicate amongst themselves to get the environmental parameters which is processed and sent to a remote server where it is analyzed and represented on a map to locate the vehicle and monitor the other set parameters. 4G/LTE provides fast internet connectivity with overcomes the usual delay usually experienced in sending the acquired signals to be processed. The True Vehicle position is represented using google geolocation service and the actual position triangulated in real-time. Keywords-- GPS, RASPBERRY PI, 4G/LTE I. INTRODUCTION The Internet of Things (IOT) is an arrangement of interrelated computing devices, mechanical and digital machines, objects, animals or individuals that are given unique identification and the capacity to exchange information over a system without requiring human-to- human or human-to-PC intervention. IOT is a new concept that has evolved from the convergence of wireless technologies (Mayuresh & Arati, 2017). It is the new paradigm in the computing world. With this technology, there is a deep penetration of the internet in our everyday life and this is seen as the future of computing. With devices communication amongst themselves with little or no human intervention, it is very easy to practically automate everything in our everyday life. The devices used in this paper were configured to communicate and pick environmental signals in real-time, filter and send them to a remote server for analyses and storage. 4G/LTE is a wireless service which aims at enhancing the universal Terrestrial Radio Access network(ULTRAN) and optimizing radio architecture (Huangi, Quian and Gerber, 2012). It is a high speed mobile broadband that has the capabilities of transmitting at a speed of over 100Mbps. It outperforms is predecessor (3G). With 4G/LTE connected devices exchange information in real-time owing to the fastness of the 4G/LTE technology and ensures that what the receiver receives exactly what the sender send with loss or distortion. “Vehicle tracking systems are popular among people as a means of retrieval of stolen device, theft prevention, monitoring, and surveillance. Due to the advancement in technology vehicle tracking systems can now identify and detect vehicle's illegal movements (Geofencing) and then notify the owner about these movements as well as perform a predetermined action if such commands are programmed into the device. This gives an advantage over the rest applications and other pieces of technology that can serve for the same purpose.
  • 2. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 7 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. There is tremendous demand for object tracking application for the business process. The real-time tracking information on valuable things and assets could solve many problems in the world” Muhammed et al (2018). Nowadays, newer technologies now have features that are in sync with people’s interests such as being compact, easier to use, feature-rich, connected to the internet, fast and smart. With sensors now available and inexpensive, coupled with the deep penetration on internet, has resulted in a very interesting technology known as the Internet of Things (IoT) which is one of the mainstay of computing. Its aim is to allow people and things to be connected anytime, anywhere with anything/anyone. In other words, devices and application have the ability to communicate each other without or with less human interference (Thiyagarajan, Umamaheswaran & Visawanthan, 2014). With devices communicating amongst themselves, it is now easy to collect and process data. Software, programmable hardware, sensors, and internet now makes it very easy to collect and exchange information which makes it very easy to remotely control connected devices over an existing network infrastructure. IoT can assist in integration of communications, control and information processing across various transportation systems. Thiyagarajan et al (2014) suggest that the application of IoT extends to all aspects of transportation systems i.e. the vehicle, infrastructure and driver or user. With 4G/LTE enabling the connectivity to the remote server, dynamic interaction between these components of a transport system enables Inter and Intra vehicular communication, Vehicle monitoring, Vehicle tracking, Smart traffic control, Smart parking, Logistic and Fleet management, Vehicle control, Safety and Road assistance (Mayuresh & Arati, 2017). This paper propose a system designed to track and monitor vehicles for purpose of locating and monitoring them, as well as to stop the vehicle if stolen and to track it online for retrieval. This system is an integration of several modern communication technologies. The GPS picks the latitude and longitude data, and send it to the Rasberry pi which process, filters, and transfer it to the remote server where is it analyzed and triangulated on google Geolocation services and positioning. The aim of the proposed work is to outline and create strong security framework for vehicles that can avert robbery or loss of important movable assets, as well as retrieval in situation where it is lost. The framework that has been produced in the proposed work utilizes Raspberry Pi, 4G/LTS using data enabled sim card for internet connection. II. RELATED WORK Researchers have constantly try to find a new and better ways of solving problems and challenges facing human being. Since the advent of communication satellites and the subsequent liberalization of its use, it has enabled individuals and companies to locate and monitor persons, vehicles and movable assets using GPS via Satellite or cellular towers. Mayuresh and Arati (2017) proposed a vehicle monitoring system using micro controller and GPS + GSM module to get the exact location of a vehicle and transfer the latitude and longitude from GPS and automobile data to end systems. Swetha et al (2017) proposed an Accident detection and tracking system using Gps technology and Raspberry pi by sending the information to a mobile number using WhatsApp. Thiyagarajan et al (2014) demonstrated an IOT based intelligent transport system using NFC (Near Field communication) and GPS in capturing the location of a vehicle and sending same to a server for processing. Rathod and Pandya (2017) used Rasp Pi Camera, Gyro Sensors, Raspberry Pi, and Wi-Fi Module to get the Latitude, Longitude and speed information of a vehicle and send same as an SMS to the owner. Ngadiran et al (2017) presented a system of route monitoring, and directing the vehicle to another route if an obstacle is detected using Origin – Destination study to determine the travel pattern. Erabathini et al (2017) used Custom RFID, CoAP, MQTT, AWS, mosquito paho in detecting traffic in a smart city arrangement and help in traffic management. Wang etal (2016) propose a novel architecture for “things” to access the IoT. The architecture supports data acquisition, processing, storage and transmission functions for all kinds of devices and equipment under the IoT environment. This design can be widely used in different areas in the IoT environment for real-time monitoring, environmental data acquisition and equipment control. In this design, they adopted IEEE1451.2 standards as the reference to access multiple sensors, actuators and transducers. The standard stipulates a series of specifications from sensor interface definition to the data acquisition. In order to reduce the consumption of system hardware resources, they adopted FPGA to implement the whole system. A variety of specific IP cores are designed and incorporated in the design. Meanwhile, under the coordination of SoC technology, the main module of the system was implemented on a single FPGA chip IIII. METHODOLOGY The Proposed system mainly consists of a Rasberry pi, 4G + GPS module, Accelerometer and ultrasonic sensor forming the in Vehicle equipment, the 4G Module provides the connectivity to internet, while the
  • 3. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 8 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. server is hosted on the internet. Vehicle parameters, speed, fuel level and location coordinates from GPS module, accelerometer and the ultrasonic sensor are fed to the Rasberry pi since they are all interfaced to the Raspberry pi which serves as the controller. They are interfaced through the available IO interfaces and configured using python programing language and AT commands. The units constantly pick information as configured and sends same to the Raspberry pi which now modifies and filters the received signals and send it to the server for processing. Sim7100A module is used for GPS to determine the location of the vehicle, the 4G module provides a fast internet connectivity and creates a path for transmitting in real time the information received by the Rasberry pi to the server. Typical parameters monitored are vehicle location (coordinates), vehicle speed, engine compartment temperature, fuel level, impact, shock and tilt. These parameters are processed and stored in database on a web server and a webpage is created to display vehicle parameters data and can be accessed using a web browser or an android App using an integrated Google map Application program interface. Google map is used to display vehicle location on map using the coordinate of the in-vehicle equipment. Figure 3: Proposed system for the Vehicle tracking system based on IOT IV. HARDWARE A. PASBERRY PI Raspberry Pi is ultra-cheap-yet-serviceable programmable computer board with support for a large number of input and output peripherals, and network communication what makes it the perfect platform for interfacing with many different devices and using in wide range of applications [9]. The Raspberry Pi operates in the open source ecosystem: it runs Linux (a variety of distributions), and its main supported operating system, Raspbian, is open source and runs a suite of open source software. In other words, using single-board computer
  • 4. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 9 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. such as Raspberry Pi offers an array of connected hardware and software projects. In works [1] are presented applications of Raspberry Pi as a Sensor Web, as well as the advantages and disadvantages. Figure 5: Rasberry pi B+ model B. SIM 7100A SIM7100A Development Board LTE WCDMA GNSS B2 B4 B15 + GPS Antenna for Raspberry Pi is a complete multi-band LTE /WCDMA/GNSS module designed with very powerful processors integrating application core: gcCortex A5(550MHz), three QDSP6 cores (Up to 500Mhz), allowing customer to benefit from small dimensions and cost-effective product solutions. It has strong extension capability with rich interfaces including UART, USB2.0, SPI, I2C, Keypad, PCM, etc. It has abundant application and is equipped with GSM/UMTS/LTE main antenna, UMTS/LTE auxiliary antenna, and GPS/GLONASS antenna. SIM7100-PCIE merges GNSS (GPS/GLONASS) satellite and network information to provide a high-availability solution that offers industry-leading accuracy and performance. This solution performs well, even in very challenging environmental conditions where conventional GNSS receivers fail, and provides a platform to enable wireless operators to address both location-based services Figure 7: Sim 7100A 4G+GPS Board
  • 5. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 10 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. C. TL1000KA1 This is a 1 MHz Ultrasonic Transducer for Flow Meter that is both a transmitter and a receiver. It measures distance by using ultrasonic waves. The sensor head emits an ultrasonic wave and receives the wave reflected back from the target. It measures the distance to the target by measuring the time between the emission and reception, to determine the actual quantity of fuel remaining in the fuel tank and transmit same to the Raspberry pi. The distance is calculated using the formula: Distance L = 1/2 × T × C. where L is the distance, T is the time between the emission and reception, and C is the speed of sound. (The value is multiplied by 1/2 because T is the time for go-and-return distance.) Figure 8: Fuel sensor D. ADXL345 Accelerometer The ADXL345 is a small, thin, ultralow power, 3- axis accelerometer with high resolution (13-bit) measurement at up to ±16 g. Digital output data is formatted as 16-bit twos complement and is accessible through either a SPI (3- or 4-wire) or I2C digital interface. It measures the static acceleration of gravity in tilt-sensing applications, as well as dynamic acceleration resulting from motion or shock. Its high resolution (3.9 mg/LSB) enables measurement of inclination changes less than 1.0° Figure 9: Functional block diagram of ADXL345
  • 6. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 11 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. It provides Several special sensing functions. Activity and inactivity sensing detect the presence or lack of motion by comparing the acceleration on any axis with user-set thresholds. Tap sensing detects single and double taps in any direction. Freefall sensing detects if the device is falling. These functions can be mapped individually to either of two interrupt output pins. An integrated memory management system with a 32-level first in, first out (FIFO) buffer can be used to store data to minimize host processor activity and lower overall system power consumption. Low power modes enable intelligent motion- based power management with threshold sensing and active acceleration measurement at extremely low power dissipation. Figure 10: ADXL345 Accelerometer V. RESULTS AND VALIDATION SIM7100A, ADXL345 Accelerometer, and the TL1000KA1 is configured and interfaced with Rasberry pi to get GPS parameters along with vehicle speed, impact, tilt and the fuel level of the vehicle. Rasberry pi is programmed to process data of vehicle parameters and send it to a database on a webserver. SIM7100A module works on AT commands which can be given via Raspberry pi code. These commands and the responses of the SIM7100A module can be monitored using Rasberry pi’s serial monitor. Python code is used in programing the Accelerometer. #import the adxl345 module import adxl345 #create ADXL345 object accel = adxl345.ADXL345() #get axes as g axes = accel.getAxes(True) # to get axes as ms^2 use #axes = accel.getAxes(False) #put the axes into variables x = axes['x'] y = axes['y'] z = axes['z'] #print axes print x print y print z The above program imports a module called adxl345 from the python library and is used to get the readings of the axes of the accelerometer.
  • 7. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 12 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. Figure 11: Typical reading from the accelerometer This is used in detecting the speed of the vehicle as well as sensing other things such as tilt, shock, and impact to determine how if the vehicle is over speeding, crashed, or forceful opening of the vehicle based on the state of the vehicle. Figure 12: Server control page for monitoring and analyzing data received from the tracker
  • 8. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 13 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. Figure 13: Map showing location and speed of vehicle A webpage is created to display data of vehicle parameters sent by Rasberry pi through the SIM7100A 4G hardware system to the database. This data is also linked with the Google maps for real time location display of vehicle on map. Figure 14: Vehicles reporting with their location VI. CONCLUSION We have proposed a new method of Vehicle monitoring System using Raspberry Pi (IOT)”. The aim of the project is to serve as a solution for locating vehicle and monitoring the fuel level of the vehicle using Raspberry Pi. Rasberry pi is a single board on chip computer that can control many input and output devices using GPIO pins which requires software like Raspbian. You can check the overall vehicle such as trip, daily fuel usage, driver’s behavior, maintenance and vehicle behavior report. The vehicle monitoring system performs real-time and comprehensive monitoring including temperature, humidity, real-time position, speed, tilt and shock. All the information is displayed with visualization interface, which could be used for security monitoring, accident prevention, theft avoidance and recover, and traffic dispatching. At the same time, all the collected data are stored in the server database which could be access in the future. This system is useful in many applications such as security, vehicle tracking, fleet management, and for theft prevention and recovery.
  • 9. International Journal of Engineering and Management Research e-ISSN: 2250-0758 | p-ISSN: 2394-6962 Volume-11, Issue-4 (August 2021) www.ijemr.net https://doi.org/10.31033/ijemr.11.4.2 14 This Work is under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. REFERENCES [1] Desai, Mayuresh & Phadke, Arati. (2017). Internet of things based vehicle monitoring system. FIP International Conference on Wireless and Optical Communications Networks, WOCN. [2] Alrifaie, Mohammed F, Harum, Norharyati, Fairuz, Mohd Othman Iskandar, Roslan, Irda Shyaa, & Methaq Abdullah. (2018). Vehicle detection and tracking system IoT based: A Review. International Research Journal of Engineering and Technology, 1237-1241. [3] Bojan, Thiyagarajan, Kumar, Umamaheswaran, & Bojan, Viswanathan. (2014). An internet of things based intelligent transportation system. In: IEEE International Conference on Vehicular Electronics and Safety, pp. 174-179. [4] Bergonda, Swetha, Shruti Sushmita, & Soma, Savita. (2017). IoT based vehicle accident detection and tracking system using GPS modem. International Journal of Innovative Science and Research Technology, 2(4), 261- 263. [5] Chavan, Hiren Rathod, Karan Pandya, & Sumit. (2017). Vehicular security using IOT. International Journal of Science and Research, 6(4), 2664-2666. [6] H, Patole Gitanjali A, Shide Jyoti S, Salve Satish Vipul, Prof Kaushik, Ranjan B, & Prof Puri S. (2017). IOT based vehicle tracking & vehicular emergency system- A case study and review. International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, 6(10), 8001-8012. [7] Iszaidy, I. Ngadiran, R. Ahmad, R. B. Jais, & M. I. Shuhaizar, D. (2017). Implementation of raspberry Pi for vehicle tracking and travel time information system: A survey. Proceedings of 2016 International Conference on Robotics, Automation and Sciences, ICORAS 2016. [8] Laxmirajam, Erabathini Chetan, R. S., & Dr. Kawitkar. (2017). A survey: IoT based vehicle tracking system. IJARCCE, 6(5), 791-795. [9] Wang, S & Hou Y. (2016). A novel IoT access architecture for vehicle monitoring system. In: IEEE 3rd World Forum on Internet of Things (WF-IOT). [10] Hang, J, Qian, F, Gerber, A, Mao, Z.M. Sen, S, & Spatcheel, O. (2012). A close examination of performance and power characteristics of 4G LTE networks. In: 10th International Conference on Mobile Systems, Application and Service.